Methods › General › Non-Parametric Regression › Gaussian Process › Papers where code ran, page 2

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 2 of 2: papers 101 to 155 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.

• BOSS: Bayesian Optimization over String Spaces
  2 Oct 2020 · 1 repository · arXiv:2010.00979
  Syntology 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) · 1 unverified (of 9 harvested samples)
• Improving predictions of Bayesian neural nets via local linearization
  19 Aug 2020 · 1 repository · arXiv:2008.08400
  Syntology 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes
  12 Jul 2020 · 1 repository · arXiv:2007.05994
  Syntology 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) · 2 unverified (of 10 harvested samples)
• Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness
  17 Jun 2020 · 4 repositories · arXiv:2006.10108
  Syntology official (archive's flag): 1 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)
• Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels
  13 Jun 2020 · 1 repository · arXiv:2006.07556
  Syntology 15 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 0 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 19 harvested samples)
• Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search
  13 Jun 2020 · 1 repository · arXiv:2006.07593
  Syntology official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Manifold GPLVMs for discovering non-Euclidean latent structure in neural data
  12 Jun 2020 · 1 repository · arXiv:2006.07429
  Syntology 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)
• Variational Auto-Regressive Gaussian Processes for Continual Learning
  9 Jun 2020 · 1 repository · arXiv:2006.05468
  Syntology official (archive's flag): 10 ran · 10 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; 7 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
• Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation
  8 Jun 2020 · 1 repository · arXiv:2006.04296
  Syntology 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)
• Path Imputation Strategies for Signature Models of Irregular Time Series
  25 May 2020 · 2 repositories · arXiv:2005.12359
  Syntology 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Global inducing point variational posteriors for Bayesian neural networks and deep Gaussian processes
  17 May 2020 · 1 repository · arXiv:2005.08140
  Syntology official (archive's flag): 6 ran · 6 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified (of 13 harvested samples) · 13 pointer-only (licence)
• Active Preference-Based Gaussian Process Regression for Reward Learning
  6 May 2020 · 1 repository · arXiv:2005.02575
  Syntology 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) · 2 unverified (of 3 harvested samples)
• Safe Multi-Agent Interaction through Robust Control Barrier Functions with Learned Uncertainties
  11 Apr 2020 · 1 repository · arXiv:2004.05273
  Syntology 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)
• Imbalance Learning for Variable Star Classification
  27 Feb 2020 · 2 repositories · arXiv:2002.12386
  Syntology 3 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; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Provably Efficient Online Hyperparameter Optimization with Population-Based Bandits
  6 Feb 2020 · 2 repositories · arXiv:2002.02518
  Syntology official (archive's flag): 5 ran · 5 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; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Approximate Inference for Fully Bayesian Gaussian Process Regression
  31 Dec 2019 · 1 repository · arXiv:1912.13440
  Syntology 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) · 1 pointer-only (licence)
• Continual Multi-task Gaussian Processes
  31 Oct 2019 · 2 repositories · arXiv:1911.00002
  Syntology official (archive's flag): 4 ran · 7 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; 4 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• Function-Space Distributions over Kernels
  29 Oct 2019 · 1 repository · arXiv:1910.13565
  Syntology 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)
• BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search
  25 Oct 2019 · 3 repositories · arXiv:1910.11858
  Syntology 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)
• ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations
  5 Aug 2019 · 1 repository · arXiv:1908.01425
  Syntology 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) · 2 unverified (of 6 harvested samples)
• Sequential Learning of Active Subspaces
  26 Jul 2019 · 1 repository · arXiv:1907.11572
  Syntology 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)
• Bayesian Optimisation over Multiple Continuous and Categorical Inputs
  20 Jun 2019 · 2 repositories · arXiv:1906.08878
  Syntology 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) · 0 unverified (of 7 harvested samples)
• Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
  19 Jun 2019 · 1 repository · arXiv:1906.08215
  Syntology 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) · 1 unverified (of 6 harvested samples)
• Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions
  15 May 2019 · 1 repository · arXiv:1905.06076
  Syntology 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) · 3 unverified (of 9 harvested samples)
• Knowing The What But Not The Where in Bayesian Optimization
  7 May 2019 · 1 repository · arXiv:1905.02685
  Syntology 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, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Multi-View Stereo by Temporal Nonparametric Fusion
  12 Apr 2019 · 1 repository · arXiv:1904.06397
  Syntology 7 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; 1 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Rates of Convergence for Sparse Variational Gaussian Process Regression
  8 Mar 2019 · 1 repository · arXiv:1903.03571
  Syntology 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)
• Functional Regularisation for Continual Learning with Gaussian Processes
  31 Jan 2019 · 1 repository · arXiv:1901.11356
  Syntology 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Gaussian processes with linear operator inequality constraints
  10 Jan 2019 · 2 repositories · arXiv:1901.03134
  Syntology 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)
• Neural Non-Stationary Spectral Kernel
  27 Nov 2018 · 1 repository · arXiv:1811.10978
  Syntology 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)
• Hyperparameter Learning via Distributional Transfer
  15 Oct 2018 · 1 repository · arXiv:1810.06305
  Syntology 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) · 3 pointer-only (licence)
• Probabilistic Solutions To Ordinary Differential Equations As Non-Linear Bayesian Filtering: A New Perspective
  8 Oct 2018 · 1 repository · arXiv:1810.03440
  Syntology 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) · 0 unverified (of 10 harvested samples)
• Deep convolutional Gaussian processes
  6 Oct 2018 · 1 repository · arXiv:1810.03052
  Syntology 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) · 1 unverified (of 4 harvested samples)
• GPdoemd: a Python package for design of experiments for model discrimination
  5 Oct 2018 · 1 repository · arXiv:1810.02561
  Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks
  1 Oct 2018 · 9 repositories · arXiv:1810.00825
  Syntology official (archive's flag): 3 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 3 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 4 pointer-only (licence)
• Causal Inference and Mechanism Clustering of A Mixture of Additive Noise Models
  23 Sep 2018 · 1 repository · arXiv:1809.08568
  Syntology 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)
• Deep Convolutional Networks as shallow Gaussian Processes
  16 Aug 2018 · 3 repositories · arXiv:1808.05587
  Syntology 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)
• A Tutorial on Bayesian Optimization
  8 Jul 2018 · 7 repositories · arXiv:1807.02811
  Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
• Neural Processes
  4 Jul 2018 · 14 repositories · arXiv:1807.01622
  Syntology community repositories only · 11 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; 1 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples)
• Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification
  28 May 2018 · 1 repository · arXiv:1805.10915
  Syntology 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)
• Heterogeneous Multi-output Gaussian Process Prediction
  19 May 2018 · 1 repository · arXiv:1805.07633
  Syntology 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)
• Gaussian Process Behaviour in Wide Deep Neural Networks
  30 Apr 2018 · 2 repositories · arXiv:1804.11271
  Syntology 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) · 1 unverified (of 4 harvested samples)
• Learning-based Model Predictive Control for Safe Exploration
  22 Mar 2018 · 1 repository · arXiv:1803.08287
  Syntology 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) · 2 unverified (of 4 harvested samples)
• Practical Transfer Learning for Bayesian Optimization
  6 Feb 2018 · 2 repositories · arXiv:1802.02219
  Syntology 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)
• Streaming Sparse Gaussian Process Approximations
  19 May 2017 · 3 repositories · arXiv:1705.07131
  Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples)
• Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations
  4 Apr 2017 · 1 repository · arXiv:1704.00963
  Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Adaptive Gaussian process approximation for Bayesian inference with expensive likelihood functions
  29 Mar 2017 · 1 repository · arXiv:1703.09930
  Syntology 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 15 harvested samples)
• Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks
  21 Mar 2017 · 21 repositories · arXiv:1703.07015
  Syntology official (archive's flag): 1 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) · 0 unverified (of 7 harvested samples)
• A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification
  14 Jun 2016 · 1 repository · arXiv:1606.04443
  Syntology 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)
• Bayesian Optimization with Safety Constraints: Safe and Automatic Parameter Tuning in Robotics
  14 Feb 2016 · 3 repositories · arXiv:1602.04450
  Syntology community repositories only · 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)
• Probabilistic Line Searches for Stochastic Optimization
  10 Feb 2015 · 1 repository · arXiv:1502.02846
  Syntology 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) · 2 unverified (of 4 harvested samples)
• Freeze-Thaw Bayesian Optimization
  16 Jun 2014 · 1 repository · arXiv:1406.3896
  Syntology 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)
• Gaussian Processes for Big Data
  26 Sep 2013 · 9 repositories · arXiv:1309.6835
  Syntology 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) · 2 unverified (of 6 harvested samples)
• Gaussian Process Regression Networks
  19 Oct 2011 · 1 repository · arXiv:1110.4411
  Syntology 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) · 6 unverified (of 7 harvested samples)
• Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design
  21 Dec 2009 · 2 repositories · arXiv:0912.3995
  Syntology 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) · 1 pointer-only (licence)