Methods › General › Non-Parametric Regression › Gaussian Process › Papers where code ran, page 1
Gaussian Process
Papers archive 2025-07-28
archive papers tagged: 2,473 · with a code link: 734 · where Syntology ran a sample: 155 (130 with a run with no instrument failure, 25 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (155 of 2,473 tagged: 130 with a run with no instrument failure, 25 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 2: papers 1 to 100 of the 155 tagged papers where Syntology ran at least one harvested sample (130 with a run with no instrument failure, 25 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Robust and Conjugate Spatio-Temporal Gaussian Processes 4 Feb 2025 · 1 repository · arXiv:2502.02450Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Adaptive Observation Cost Control for Variational Quantum Eigensolvers 3 Feb 2025 · 1 repository · arXiv:2502.01704Syntology official (archive's flag): 6 ran · 9 ran (of which 4 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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Learning the Optimal Stopping for Early Classification within Finite Horizons via Sequential Probability Ratio Test 29 Jan 2025 · 1 repository · arXiv:2501.18059Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples)
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Scalable Bayesian Optimization via Focalized Sparse Gaussian Processes 29 Dec 2024 · 1 repository · arXiv:2412.20375Syntology official (archive's flag): 4 ran · 4 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Gaussian Processes for Probabilistic Estimates of Earthquake Ground Shaking: A 1-D Proof-of-Concept 4 Dec 2024 · 1 repository · arXiv:2412.03299Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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Optimizing Posterior Samples for Bayesian Optimization via Rootfinding 29 Oct 2024 · 1 repository · arXiv:2410.22322Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding 28 Oct 2024 · 1 repository · arXiv:2410.20752Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Sample-efficient Bayesian Optimisation Using Known Invariances 22 Oct 2024 · 2 repositories · arXiv:2410.16972Syntology official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Polyatomic Complexes: A topologically-informed learning representation for atomistic systems 23 Sep 2024 · 1 repository · arXiv:2409.15600Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems 19 Jul 2024 · 1 repository · arXiv:2408.03330Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 10 unverified (of 17 harvested samples) · 17 pointer-only (licence)
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Improving Hyperparameter Optimization with Checkpointed Model Weights 26 Jun 2024 · 1 repository · arXiv:2406.18630Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Noise-Aware Differentially Private Regression via Meta-Learning 12 Jun 2024 · 1 repository · arXiv:2406.08569Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
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Can Kernel Methods Explain How the Data Affects Neural Collapse? 4 Jun 2024 · 1 repository · arXiv:2406.02105Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Bayesian Adaptive Calibration and Optimal Design 23 May 2024 · 1 repository · arXiv:2405.14440Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples)
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Active Learning with Fully Bayesian Neural Networks for Discontinuous and Nonstationary Data 16 May 2024 · 1 repository · arXiv:2405.09817Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization 25 Apr 2024 · 2 repositories · arXiv:2404.16795Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (of 11 harvested samples)
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Kermut: Composite kernel regression for protein variant effects 9 Apr 2024 · 1 repository · arXiv:2407.00002Syntology official: no sample here; runs from other or unrecorded repositories · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
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Stopping Bayesian Optimization with Probabilistic Regret Bounds 26 Feb 2024 · 1 repository · arXiv:2402.16811Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Gaussian Process Neural Additive Models 19 Feb 2024 · 1 repository · arXiv:2402.12518Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families 14 Feb 2024 · 1 repository · arXiv:2402.09608Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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Multi-Region Markovian Gaussian Process: An Efficient Method to Discover Directional Communications Across Multiple Brain Regions 5 Feb 2024 · 1 repository · arXiv:2402.02686Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Standard Gaussian Process Can Be Excellent for High-Dimensional Bayesian Optimization 5 Feb 2024 · 1 repository · arXiv:2402.02746Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Efficient Nonparametric Tensor Decomposition for Binary and Count Data 15 Jan 2024 · 1 repository · arXiv:2401.07711Syntology official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance 28 Dec 2023 · 1 repository · arXiv:2312.16983Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
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Constrained Bayesian Optimization Under Partial Observations: Balanced Improvements and Provable Convergence 6 Dec 2023 · 1 repository · arXiv:2312.03212Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Data-driven Prior Learning for Bayesian Optimisation 24 Nov 2023 · 1 repository · arXiv:2311.14653Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Robust and Conjugate Gaussian Process Regression 1 Nov 2023 · 1 repository · arXiv:2311.00463Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Stochastic Gradient Descent for Gaussian Processes Done Right 31 Oct 2023 · 1 repository · arXiv:2310.20581Syntology official (archive's flag): 15 ran · 15 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 19 harvested samples)
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Sustainable Concrete via Bayesian Optimization 27 Oct 2023 · 1 repository · arXiv:2310.18288Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 11 harvested samples)
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Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers 2 Oct 2023 · 1 repository · arXiv:2310.02905Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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Estimation and Inference in Distributional Reinforcement Learning 29 Sep 2023 · 1 repository · arXiv:2309.17262Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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GPLaSDI: Gaussian Process-based Interpretable Latent Space Dynamics Identification through Deep Autoencoder 10 Aug 2023 · 1 repository · arXiv:2308.05882Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples)
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GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo Labelers 25 Jul 2023 · 1 repository · arXiv:2307.13251Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 14 harvested samples) · 4 pointer-only (licence)
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Sequential Monte Carlo Learning for Time Series Structure Discovery 13 Jul 2023 · 2 repositories · arXiv:2307.09607Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Improving Hyperparameter Learning under Approximate Inference in Gaussian Process Models 7 Jun 2023 · 1 repository · arXiv:2306.04201Syntology official (archive's flag): 13 ran · 18 ran (of which 0 constructed an object rather than computing a result; 18 with no instrument failure: 0 honoured, 0 violated, 18 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 19 harvested samples)
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Prediction Error-based Classification for Class-Incremental Learning 30 May 2023 · 1 repository · arXiv:2305.18806Syntology official (archive's flag): 8 ran · 8 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples)
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PFNs4BO: In-Context Learning for Bayesian Optimization 27 May 2023 · 1 repository · arXiv:2305.17535Syntology official (archive's flag): 7 ran · 20 ran (of which 7 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 1 violated, 15 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 23 harvested samples)
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Kernel Interpolation with Sparse Grids 23 May 2023 · 1 repository · arXiv:2305.14451Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial 7 May 2023 · 1 repository · arXiv:2305.04933Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
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Self-Distillation for Gaussian Process Regression and Classification 5 Apr 2023 · 1 repository · arXiv:2304.02641Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes 3 Apr 2023 · 1 repository · arXiv:2304.01294Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
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Calibrating Transformers via Sparse Gaussian Processes 4 Mar 2023 · 1 repository · arXiv:2303.02444Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Variational Linearized Laplace Approximation for Bayesian Deep Learning 24 Feb 2023 · 1 repository · arXiv:2302.12565Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
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Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes 3 Feb 2023 · 1 repository · arXiv:2302.01513Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Learning Choice Functions with Gaussian Processes 1 Feb 2023 · 1 repository · arXiv:2302.00406Syntology official: no sample here; runs from other or unrecorded repositories · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients 29 Dec 2022 · 1 repository · arXiv:2212.14319Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Information-Theoretic Safe Exploration with Gaussian Processes 9 Dec 2022 · 1 repository · arXiv:2212.04914Syntology official (archive's flag): 5 ran · 6 ran (of which 2 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 8 pointer-only (licence)
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Neural Inference of Gaussian Processes for Time Series Data of Quasars 17 Nov 2022 · 1 repository · arXiv:2211.10305Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Provably Reliable Large-Scale Sampling from Gaussian Processes 15 Nov 2022 · 1 repository · arXiv:2211.08036Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
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Efficient Dataset Distillation Using Random Feature Approximation 21 Oct 2022 · 2 repositories · arXiv:2210.12067Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Sample-Then-Optimize Batch Neural Thompson Sampling 13 Oct 2022 · 1 repository · arXiv:2210.06850Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Inferring Smooth Control: Monte Carlo Posterior Policy Iteration with Gaussian Processes 7 Oct 2022 · 1 repository · arXiv:2210.03512Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Leveraging Instance Features for Label Aggregation in Programmatic Weak Supervision 6 Oct 2022 · 2 repositories · arXiv:2210.02724Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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An Active Learning Reliability Method for Systems with Partially Defined Performance Functions 5 Oct 2022 · 1 repository · arXiv:2210.02168Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Boundary-Aware Uncertainty for Feature Attribution Explainers 5 Oct 2022 · 1 repository · arXiv:2210.02419Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 1 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 15 harvested samples)
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Log-Linear-Time Gaussian Processes Using Binary Tree Kernels 4 Oct 2022 · 1 repository · arXiv:2210.01633Syntology official (archive's flag): 14 ran · 14 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 12 where Syntology's instrument failed) · 5 unverified (of 19 harvested samples) · 19 pointer-only (licence)
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Kernel Learning for Explainable Climate Science 11 Sep 2022 · 1 repository · arXiv:2209.04947Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Fast Neural Kernel Embeddings for General Activations 9 Sep 2022 · 2 repositories · arXiv:2209.04121Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation 6 Sep 2022 · 1 repository · arXiv:2209.02816Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples)
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Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the compact case 31 Aug 2022 · 1 repository · arXiv:2208.14960Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Markovian Gaussian Process Variational Autoencoders 12 Jul 2022 · 1 repository · arXiv:2207.05543Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples)
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Pre-training helps Bayesian optimization too 7 Jul 2022 · 1 repository · arXiv:2207.03084Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples)
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Nonparametric Factor Trajectory Learning for Dynamic Tensor Decomposition 6 Jul 2022 · 1 repository · arXiv:2207.02446Syntology 3 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Additive Gaussian Processes Revisited 20 Jun 2022 · 1 repository · arXiv:2206.09861Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Wide Bayesian neural networks have a simple weight posterior: theory and accelerated sampling 15 Jun 2022 · 1 repository · arXiv:2206.07673Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples) · 3 pointer-only (licence)
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Learning Interacting Dynamical Systems with Latent Gaussian Process ODEs 24 May 2022 · 1 repository · arXiv:2205.11894Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis 11 May 2022 · 2 repositories · arXiv:2205.05662Syntology official (archive's flag): 19 ran · 19 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 2 violated, 14 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 21 harvested samples) · 2 pointer-only (licence)
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A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness 1 May 2022 · 2 repositories · arXiv:2205.00403Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Local Random Feature Approximations of the Gaussian Kernel 12 Apr 2022 · 1 repository · arXiv:2204.05667Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors 4 Apr 2022 · 1 repository · arXiv:2204.01227Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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A Framework and Benchmark for Deep Batch Active Learning for Regression 17 Mar 2022 · 2 repositories · arXiv:2203.09410Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
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StrongSORT: Make DeepSORT Great Again 28 Feb 2022 · 14 repositories · arXiv:2202.13514Syntology official (archive's flag): 1 ran · 16 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 2 honoured, 0 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 20 harvested samples) · 4 pointer-only (licence)
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ProBF: Learning Probabilistic Safety Certificates with Barrier Functions 22 Dec 2021 · 1 repository · arXiv:2112.12210Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; the one sample that ran constructed an object rather than computing a result (of 3 harvested samples)
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Bayesian Optimization over Permutation Spaces 2 Dec 2021 · 1 repository · arXiv:2112.01049Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Dual Parameterization of Sparse Variational Gaussian Processes 5 Nov 2021 · 1 repository · arXiv:2111.03412Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Geometry-aware Bayesian Optimization in Robotics using Riemannian Matérn Kernels 2 Nov 2021 · 1 repository · arXiv:2111.01460Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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Spatio-Temporal Variational Gaussian Processes 2 Nov 2021 · 2 repositories · arXiv:2111.01732Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
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Scalable Inference in SDEs by Direct Matching of the Fokker-Planck-Kolmogorov Equation 29 Oct 2021 · 1 repository · arXiv:2110.15739Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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Periodic Activation Functions Induce Stationarity 26 Oct 2021 · 2 repositories · arXiv:2110.13572Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
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Dynamic Causal Bayesian Optimization 26 Oct 2021 · 1 repository · arXiv:2110.13891Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations 22 Oct 2021 · 2 repositories · arXiv:2110.11847Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 3 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Contextual Combinatorial Bandits with Changing Action Sets via Gaussian Processes 5 Oct 2021 · 1 repository · arXiv:2110.02248Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Pre-trained Gaussian Processes for Bayesian Optimization 16 Sep 2021 · 4 repositories · arXiv:2109.08215Syntology official (archive's flag): 1 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 14 harvested samples) · 2 pointer-only (licence)
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Gaussian Process Uniform Error Bounds with Unknown Hyperparameters for Safety-Critical Applications 6 Sep 2021 · 1 repository · arXiv:2109.02606Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples)
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A variational approximate posterior for the deep Wishart process 21 Jul 2021 · 1 repository · arXiv:2107.10125Syntology official (archive's flag): 7 ran · 7 ran (of which 6 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Automated Learning Rate Scheduler for Large-batch Training 13 Jul 2021 · 1 repository · arXiv:2107.05855Syntology official (archive's flag): 3 ran · 3 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
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Evolving-Graph Gaussian Processes 29 Jun 2021 · 1 repository · arXiv:2106.15127Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
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Bayesian Optimization with High-Dimensional Outputs 24 Jun 2021 · 3 repositories · arXiv:2106.12997Syntology official (archive's flag): 4 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 1 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 18 harvested samples) · 1 pointer-only (licence)
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Kernel Identification Through Transformers 15 Jun 2021 · 1 repository · arXiv:2106.08185Syntology official (archive's flag): 4 ran · 4 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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GP-ConvCNP: Better Generalization for Convolutional Conditional Neural Processes on Time Series Data 9 Jun 2021 · 1 repository · arXiv:2106.04967Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Solving Schrödinger Bridges via Maximum Likelihood 3 Jun 2021 · 1 repository · arXiv:2106.02081Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 5 pointer-only (licence)
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Forecasting COVID-19 Counts At A Single Hospital: A Hierarchical Bayesian Approach 14 Apr 2021 · 1 repository · arXiv:2104.09327Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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Solving and Learning Nonlinear PDEs with Gaussian Processes 24 Mar 2021 · 2 repositories · arXiv:2103.12959Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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High-Dimensional Bayesian Optimization with Sparse Axis-Aligned Subspaces 27 Feb 2021 · 2 repositories · arXiv:2103.00349Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Gaussian Process Nowcasting: Application to COVID-19 Mortality Reporting 22 Feb 2021 · 1 repository · arXiv:2102.11249Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Gaussian Process Bandit Optimization of the Thermodynamic Variational Objective 29 Oct 2020 · 1 repository · arXiv:2010.15750Syntology official (archive's flag): 4 ran · 4 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Are wider nets better given the same number of parameters? 27 Oct 2020 · 2 repositories · arXiv:2010.14495Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
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Scalable Gaussian Process Variational Autoencoders 26 Oct 2020 · 2 repositories · arXiv:2010.13472Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (of 18 harvested samples)
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Stationary Activations for Uncertainty Calibration in Deep Learning 19 Oct 2020 · 1 repository · arXiv:2010.09494Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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The Ridgelet Prior: A Covariance Function Approach to Prior Specification for Bayesian Neural Networks 16 Oct 2020 · 1 repository · arXiv:2010.08488Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 5 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)