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Gaussian Processes

Papers archive 2025-07-28

archive papers tagged: 1,963 · with a code link: 685 · where Syntology ran a sample: 160 (131 with a run with no instrument failure, 29 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (160 of 1,963 tagged: 131 with a run with no instrument failure, 29 where every run was a failure of Syntology's instrument)

Page 7 of 20: papers 601 to 700 of 1,963, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Infinite-Horizon Gaussian Processes
  15 Nov 2018 1 repository listed
• A Bayesian Perspective of Statistical Machine Learning for Big Data
  9 Nov 2018 1 repository listed
• Unifying Probabilistic Models for Time-Frequency Analysis
  6 Nov 2018 1 repository listed
• Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds
  29 Oct 2018 1 repository listed 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) · 3 unverified (of 6 harvested samples)
• Scaling Gaussian Process Regression with Derivatives
  29 Oct 2018 1 repository listed
• Deep learning with differential Gaussian process flows
  9 Oct 2018 1 repository listed Syntology 0 ran · 1 unverified (of 1 harvested sample)
• Deep convolutional Gaussian processes
  6 Oct 2018 1 repository listed 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)
• Modeling longitudinal data using matrix completion
  24 Sep 2018 1 repository listed
• Orthogonally Decoupled Variational Gaussian Processes
  24 Sep 2018 1 repository listed
• Robustness Guarantees for Bayesian Inference with Gaussian Processes
  17 Sep 2018 1 repository listed
• Learning Deep Mixtures of Gaussian Process Experts Using Sum-Product Networks
  12 Sep 2018 1 repository listed
• Physically-Inspired Gaussian Process Models for Post-Transcriptional Regulation in Drosophila
  29 Aug 2018 1 repository listed
• Learning Stochastic Differential Equations With Gaussian Processes Without Gradient Matching
  16 Jul 2018 1 repository listed 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)
• Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm Design
  1 Jul 2018 1 repository listed
• Variational Implicit Processes
  6 Jun 2018 1 repository listed
• Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification
  28 May 2018 1 repository listed 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)
• Calibrating Deep Convolutional Gaussian Processes
  26 May 2018 1 repository listed 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) · 3 unverified (of 5 harvested samples)
• Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance
  26 May 2018 1 repository listed
• Efficient Inference in Multi-task Cox Process Models
  24 May 2018 1 repository listed
• Variational Learning on Aggregate Outputs with Gaussian Processes
  22 May 2018 1 repository listed
• Heterogeneous Multi-output Gaussian Process Prediction
  19 May 2018 1 repository listed 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)
• Fast Kernel Approximations for Latent Force Models and Convolved Multiple-Output Gaussian processes
  18 May 2018 1 repository listed
• Dealing with Categorical and Integer-valued Variables in Bayesian Optimization with Gaussian Processes
  9 May 2018 1 repository listed
• Scalable Generalized Dynamic Topic Models
  21 Mar 2018 1 repository listed
• Constant-Time Predictive Distributions for Gaussian Processes
  16 Mar 2018 1 repository listed
• Variational zero-inflated Gaussian processes with sparse kernels
  13 Mar 2018 1 repository listed
• Conditionally Independent Multiresolution Gaussian Processes
  25 Feb 2018 1 repository listed
• Product Kernel Interpolation for Scalable Gaussian Processes
  24 Feb 2018 1 repository listed
• Identifying Sources and Sinks in the Presence of Multiple Agents with Gaussian Process Vector Calculus
  22 Feb 2018 1 repository listed
• Personalized Gaussian Processes for Forecasting of Alzheimer's Disease Assessment Scale-Cognition Sub-Scale (ADAS-Cog13)
  22 Feb 2018 1 repository listed
• Learning Integral Representations of Gaussian Processes
  21 Feb 2018 1 repository listed
• Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making
  21 Feb 2018 1 repository listed 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) · 6 unverified (of 12 harvested samples)
• Scalable Lévy Process Priors for Spectral Kernel Learning
  2 Feb 2018 1 repository listed
• Scalable high-resolution forecasting of sparse spatiotemporal events with kernel methods: a winning solution to the NIJ "Real-Time Crime Forecasting Challenge"
  9 Jan 2018 1 repository listed
• PHOENICS: A universal deep Bayesian optimizer
  4 Jan 2018 1 repository listed
• Personalized Gaussian Processes for Future Prediction of Alzheimer's Disease Progression
  1 Dec 2017 1 repository listed
• Towards Personalized Modeling of the Female Hormonal Cycle: Experiments with Mechanistic Models and Gaussian Processes
  30 Nov 2017 1 repository listed
• Model Criticism in Latent Space
  13 Nov 2017 1 repository listed
• GPflowOpt: A Bayesian Optimization Library using TensorFlow
  10 Nov 2017 1 repository listed Syntology 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)
• Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition
  19 Oct 2017 1 repository listed
• Hidden Physics Models: Machine Learning of Nonlinear Partial Differential Equations
  2 Aug 2017 1 repository listed
• Variational Bayesian Multiple Instance Learning With Gaussian Processes
  1 Jul 2017 1 repository listed
• Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control
  20 Jun 2017 1 repository listed
• Dealing with Integer-valued Variables in Bayesian Optimization with Gaussian Processes
  12 Jun 2017 1 repository listed
• Large Linear Multi-output Gaussian Process Learning
  30 May 2017 1 repository listed
• Identifying stochastic oscillations in single-cell live imaging time series using Gaussian processes
  25 May 2017 1 repository listed
• Entropic Trace Estimates for Log Determinants
  24 Apr 2017 1 repository listed Syntology 6 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; 3 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces
  21 Apr 2017 1 repository listed
• Non-parametric Estimation of Stochastic Differential Equations with Sparse Gaussian Processes
  14 Apr 2017 1 repository listed
• Parametric Gaussian Process Regression for Big Data
  11 Apr 2017 1 repository listed
• Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes
  10 Apr 2017 1 repository listed
• Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
  29 Mar 2017 1 repository listed
• Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction
  27 Mar 2017 1 repository listed
• Embarrassingly Parallel Inference for Gaussian Processes
  27 Feb 2017 1 repository listed
• Variational Fourier features for Gaussian processes
  21 Nov 2016 1 repository listed Syntology 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) · 3 unverified (of 7 harvested samples)
• GPflow: A Gaussian process library using TensorFlow
  27 Oct 2016 1 repository listed
• Random Feature Expansions for Deep Gaussian Processes
  14 Oct 2016 1 repository listed Syntology 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)
• Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification
  27 Sep 2016 1 repository listed
• Scalable Hyperparameter Optimization with Products of Gaussian Process Experts
  4 Sep 2016 1 repository listed
• Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
  28 Jul 2016 1 repository listed
• Safe Exploration in Finite Markov Decision Processes with Gaussian Processes
  15 Jun 2016 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
• A Unifying Framework for Gaussian Process Pseudo-Point Approximations using Power Expectation Propagation
  23 May 2016 1 repository listed
• Deep Multi-fidelity Gaussian Processes
  26 Apr 2016 1 repository listed
• Chained Gaussian Processes
  18 Apr 2016 1 repository listed
• Near-Optimal Active Learning of Multi-Output Gaussian Processes
  21 Nov 2015 1 repository listed 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)
• Recurrent Gaussian Processes
  20 Nov 2015 1 repository listed 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) · 3 unverified (of 6 harvested samples)
• Gaussian Process Random Fields
  31 Oct 2015 1 repository listed
• Optimization as Estimation with Gaussian Processes in Bandit Settings
  21 Oct 2015 1 repository listed
• Mondrian Forests for Large-Scale Regression when Uncertainty Matters
  11 Jun 2015 1 repository listed
• Batch Bayesian Optimization via Local Penalization
  29 May 2015 1 repository listed
• Indian Buffet process for model selection in convolved multiple-output Gaussian processes
  22 Mar 2015 1 repository listed
• Latent Gaussian Processes for Distribution Estimation of Multivariate Categorical Data
  7 Mar 2015 1 repository listed
• Gaussian Processes for Data-Efficient Learning in Robotics and Control
  10 Feb 2015 1 repository listed
• Theoretical Analysis of Bayesian Optimisation with Unknown Gaussian Process Hyper-Parameters
  30 Jun 2014 1 repository listed 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)
• Manifold Gaussian Processes for Regression
  24 Feb 2014 1 repository listed
• Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models
  6 Feb 2014 1 repository listed
• Input Warping for Bayesian Optimization of Non-stationary Functions
  5 Feb 2014 1 repository listed
• EigenGP: Gaussian Process Models with Adaptive Eigenfunctions
  2 Jan 2014 1 repository listed
• Multi-Task Bayesian Optimization
  1 Dec 2013 1 repository listed
• Bayesian Structured Prediction Using Gaussian Processes
  15 Jul 2013 1 repository listed
• Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations
  24 May 2013 1 repository listed
• Bayesian Modeling with Gaussian Processes using the GPstuff Toolbox
  25 Jun 2012 1 repository listed
• Additive Gaussian Processes
  19 Dec 2011 1 repository listed
• Nonlinear Inverse Reinforcement Learning with Gaussian Processes
  1 Dec 2011 1 repository listed
• Gaussian Process Regression Networks
  19 Oct 2011 1 repository listed 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)
• Fast Gaussian Processes under Monotonicity Constraints
  9 Jul 2025 0 repositories listed
• Scalable Machine Learning Algorithms using Path Signatures
  21 Jun 2025 0 repositories listed
• Gaussian Processes and Reproducing Kernels: Connections and Equivalences
  20 Jun 2025 0 repositories listed
• Effect Decomposition of Functional-Output Computer Experiments via Orthogonal Additive Gaussian Processes
  15 Jun 2025 0 repositories listed
• Accurate and Uncertainty-Aware Multi-Task Prediction of HEA Properties Using Prior-Guided Deep Gaussian Processes
  13 Jun 2025 0 repositories listed
• Direct Integration of Recursive Gaussian Process Regression Into Extended Kalman Filters With Application to Vapor Compression Cycle Control
  6 Jun 2025 0 repositories listed
• Machine learning for in-situ composition mapping in a self-driving magnetron sputtering system
  6 Jun 2025 0 repositories listed
• Transformers Beyond Order: A Chaos-Markov-Gaussian Framework for Short-Term Sentiment Forecasting of Any Financial OHLC timeseries Data
  6 Jun 2025 0 repositories listed
• Discovery of Probabilistic Dirichlet-to-Neumann Maps on Graphs
  3 Jun 2025 0 repositories listed
• Constrained Bayesian Optimization under Bivariate Gaussian Process with Application to Cure Process Optimization
  30 May 2025 0 repositories listed
• Adaptive finite element type decomposition of Gaussian processes
  29 May 2025 0 repositories listed
• A Provable Approach for End-to-End Safe Reinforcement Learning
  28 May 2025 0 repositories listed
• Learning-Based Robust Fixed-Time Terminal Sliding Mode Control
  28 May 2025 0 repositories listed
• STACI: Spatio-Temporal Aleatoric Conformal Inference
  27 May 2025 0 repositories listed
• Scalable Gaussian Processes with Low-Rank Deep Kernel Decomposition
  24 May 2025 0 repositories listed

Syntology lines on 17 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.