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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 19 of 20: papers 1,801 to 1,900 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.

• On Bochner's and Polya's Characterizations of Positive-Definite Kernels and the Respective Random Feature Maps
  27 Oct 2016 0 repositories listed
• Personalized Risk Scoring for Critical Care Prognosis using Mixtures of Gaussian Processes
  27 Oct 2016 0 repositories listed
• Gaussian Process Kernels for Popular State-Space Time Series Models
  25 Oct 2016 0 repositories listed
• Parallelizable sparse inverse formulation Gaussian processes (SpInGP)
  25 Oct 2016 0 repositories listed
• Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation
  24 Oct 2016 0 repositories listed
• Spectral Angle Based Unary Energy Functions for Spatial-Spectral Hyperspectral Classification using Markov Random Fields
  22 Oct 2016 0 repositories listed
• Mean-Field Variational Inference for Gradient Matching with Gaussian Processes
  21 Oct 2016 0 repositories listed
• Spatio-temporal Gaussian processes modeling of dynamical systems in systems biology
  17 Oct 2016 0 repositories listed
• Model Selection for Gaussian Process Regression by Approximation Set Coding
  4 Oct 2016 0 repositories listed
• Appraisal of data-driven and mechanistic emulators of nonlinear hydrodynamic urban drainage simulators
  25 Sep 2016 0 repositories listed
• Informative Planning and Online Learning with Sparse Gaussian Processes
  24 Sep 2016 0 repositories listed
• No-Regret Replanning under Uncertainty
  16 Sep 2016 0 repositories listed
• Dialogue manager domain adaptation using Gaussian process reinforcement learning
  9 Sep 2016 0 repositories listed
• Using Gaussian Processes for Rumour Stance Classification in Social Media
  7 Sep 2016 0 repositories listed
• A Three Spatial Dimension Wave Latent Force Model for Describing Excitation Sources and Electric Potentials Produced by Deep Brain Stimulation
  17 Aug 2016 0 repositories listed
• Branching Gaussian Processes with Applications to Spatiotemporal Reconstruction of 3D Trees
  14 Aug 2016 0 repositories listed
• Bayesian Learning of Dynamic Multilayer Networks
  7 Aug 2016 0 repositories listed
• A Sensorimotor Reinforcement Learning Framework for Physical Human-Robot Interaction
  27 Jul 2016 0 repositories listed
• A Tucker decomposition process for probabilistic modeling of diffusion magnetic resonance imaging
  25 Jun 2016 0 repositories listed
• Understanding Probabilistic Sparse Gaussian Process Approximations
  15 Jun 2016 0 repositories listed
• Prediction performance after learning in Gaussian process regression
  13 Jun 2016 0 repositories listed
• Policy Networks with Two-Stage Training for Dialogue Systems
  10 Jun 2016 0 repositories listed
• Gaussian Processes for Music Audio Modelling and Content Analysis
  3 Jun 2016 0 repositories listed
• Differentially Private Gaussian Processes
  2 Jun 2016 0 repositories listed
• What's Wrong With That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution
  1 Jun 2016 0 repositories listed
• Exact Simulation of Noncircular or Improper Complex-Valued Stationary Gaussian Processes using Circulant Embedding
  17 May 2016 0 repositories listed
• Stochastic Portfolio Theory: A Machine Learning Perspective
  9 May 2016 0 repositories listed
• Matching models across abstraction levels with Gaussian Processes
  7 May 2016 0 repositories listed
• Scalable Gaussian Processes for Supervised Hashing
  25 Apr 2016 0 repositories listed
• Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis
  11 Apr 2016 0 repositories listed
• Fast methods for training Gaussian processes on large data sets
  5 Apr 2016 0 repositories listed
• Gaussian Process Morphable Models
  23 Mar 2016 0 repositories listed
• Extracting Predictive Information from Heterogeneous Data Streams using Gaussian Processes
  20 Mar 2016 0 repositories listed
• A flexible state space model for learning nonlinear dynamical systems
  17 Mar 2016 0 repositories listed
• Stochastic Process Bandits: Upper Confidence Bounds Algorithms via Generic Chaining
  16 Feb 2016 0 repositories listed
• The Multivariate Generalised von Mises distribution: Inference and applications
  16 Feb 2016 0 repositories listed
• Hi Detector, What's Wrong with that Object? Identifying Irregular Object From Images by Modelling the Detection Score Distribution
  14 Feb 2016 0 repositories listed
• Deep Gaussian Processes for Regression using Approximate Expectation Propagation
  12 Feb 2016 0 repositories listed
• An analytic comparison of regularization methods for Gaussian Processes
  2 Feb 2016 0 repositories listed
• State Space representation of non-stationary Gaussian Processes
  7 Jan 2016 0 repositories listed
• Facility Deployment Decisions through Warp Optimizaton of Regressed Gaussian Processes
  22 Dec 2015 0 repositories listed
• Probabilistic Programming with Gaussian Process Memoization
  17 Dec 2015 0 repositories listed
• Quantum assisted Gaussian process regression
  12 Dec 2015 0 repositories listed
• Bayesian Model Adaptation for Crowd Counts
  1 Dec 2015 0 repositories listed
• GP Kernels for Cross-Spectrum Analysis
  1 Dec 2015 0 repositories listed
• Learning Stationary Time Series using Gaussian Processes with Nonparametric Kernels
  1 Dec 2015 0 repositories listed
• Multi-Conditional Latent Variable Model for Joint Facial Action Unit Detection
  1 Dec 2015 0 repositories listed
• The Automatic Statistician: A Relational Perspective
  26 Nov 2015 0 repositories listed
• Variational Auto-encoded Deep Gaussian Processes
  19 Nov 2015 0 repositories listed
• Complex-Valued Gaussian Processes for Regression
  18 Nov 2015 0 repositories listed
• Scalable Gaussian Processes for Characterizing Multidimensional Change Surfaces
  13 Nov 2015 0 repositories listed
• Training Deep Gaussian Processes using Stochastic Expectation Propagation and Probabilistic Backpropagation
  11 Nov 2015 0 repositories listed
• Blitzkriging: Kronecker-structured Stochastic Gaussian Processes
  27 Oct 2015 0 repositories listed
• The Human Kernel
  26 Oct 2015 0 repositories listed
• Optimization for Gaussian Processes via Chaining
  19 Oct 2015 0 repositories listed
• p-Markov Gaussian Processes for Scalable and Expressive Online Bayesian Nonparametric Time Series Forecasting
  9 Oct 2015 0 repositories listed
• Fast Gaussian Process Regression for Big Data
  17 Sep 2015 0 repositories listed
• Modeling and interpolation of the ambient magnetic field by Gaussian processes
  15 Sep 2015 0 repositories listed
• Semi-described and semi-supervised learning with Gaussian processes
  3 Sep 2015 0 repositories listed
• Steps Toward Deep Kernel Methods from Infinite Neural Networks
  20 Aug 2015 0 repositories listed
• Learning Structural Kernels for Natural Language Processing
  10 Aug 2015 0 repositories listed
• String and Membrane Gaussian Processes
  24 Jul 2015 0 repositories listed
• Fast Adaptive Weight Noise
  19 Jul 2015 0 repositories listed
• Fast Approximate Bayesian Computation for Estimating Parameters in Differential Equations
  17 Jul 2015 0 repositories listed
• Anomaly Detection and Removal Using Non-Stationary Gaussian Processes
  2 Jul 2015 0 repositories listed
• MCMC for Variationally Sparse Gaussian Processes
  12 Jun 2015 0 repositories listed
• Provable Bayesian Inference via Particle Mirror Descent
  9 Jun 2015 0 repositories listed
• Computationally Efficient Bayesian Learning of Gaussian Process State Space Models
  7 Jun 2015 0 repositories listed
• String Gaussian Process Kernels
  7 Jun 2015 0 repositories listed
• Optimal change point detection in Gaussian processes
  3 Jun 2015 0 repositories listed
• A Sparse Gaussian Process Framework for Photometric Redshift Estimation
  20 May 2015 0 repositories listed
• Necessary and Sufficient Conditions for Surrogate Functions of Pareto Frontiers and Their Synthesis Using Gaussian Processes
  19 May 2015 0 repositories listed
• Spike and Slab Gaussian Process Latent Variable Models
  10 May 2015 0 repositories listed
• Differentiating the multipoint Expected Improvement for optimal batch design
  18 Mar 2015 0 repositories listed
• Proper Complex Gaussian Processes for Regression
  17 Feb 2015 0 repositories listed
• Distributed Gaussian Processes
  10 Feb 2015 0 repositories listed
• Discriminative training for Convolved Multiple-Output Gaussian processes
  7 Feb 2015 0 repositories listed
• Enabling scalable stochastic gradient-based inference for Gaussian processes by employing the Unbiased LInear System SolvEr (ULISSE)
  22 Jan 2015 0 repositories listed
• Gaussian Process Pseudo-Likelihood Models for Sequence Labeling
  25 Dec 2014 0 repositories listed
• Regression with Linear Factored Functions
  19 Dec 2014 0 repositories listed
• Nested Variational Compression in Deep Gaussian Processes
  3 Dec 2014 0 repositories listed
• Analysis of Brain States from Multi-Region LFP Time-Series
  1 Dec 2014 0 repositories listed
• Extended and Unscented Gaussian Processes
  1 Dec 2014 0 repositories listed
• Fast Kernel Learning for Multidimensional Pattern Extrapolation
  1 Dec 2014 0 repositories listed
• Probabilistic Differential Dynamic Programming
  1 Dec 2014 0 repositories listed
• Two Gaussian Approaches to Black-Box Optomization
  28 Nov 2014 0 repositories listed
• A chain rule for the expected suprema of Gaussian processes
  10 Nov 2014 0 repositories listed
• Entropy of Overcomplete Kernel Dictionaries
  1 Nov 2014 0 repositories listed
• Generalized Product of Experts for Automatic and Principled Fusion of Gaussian Process Predictions
  28 Oct 2014 0 repositories listed
• Scalable Nonparametric Bayesian Inference on Point Processes with Gaussian Processes
  24 Oct 2014 0 repositories listed
• Graphical LASSO Based Model Selection for Time Series
  5 Oct 2014 0 repositories listed
• Joint Emotion Analysis via Multi-task Gaussian Processes
  1 Oct 2014 0 repositories listed
• Generalized Twin Gaussian Processes using Sharma-Mittal Divergence
  26 Sep 2014 0 repositories listed
• Approximation errors of online sparsification criteria
  21 Sep 2014 0 repositories listed
• Optimality of Poisson processes intensity learning with Gaussian processes
  17 Sep 2014 0 repositories listed
• Probabilistic Network Metrics: Variational Bayesian Network Centrality
  15 Sep 2014 0 repositories listed
• Variational Inference for Uncertainty on the Inputs of Gaussian Process Models
  8 Sep 2014 0 repositories listed
• On solving Ordinary Differential Equations using Gaussian Processes
  17 Aug 2014 0 repositories listed
• Incorporating Side Information in Probabilistic Matrix Factorization with Gaussian Processes
  9 Aug 2014 0 repositories listed
• Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations
  9 Aug 2014 0 repositories listed