Browse State-of-the-Art › Gaussian Processes › Papers, page 20

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 20 of 20: papers 1,901 to 1,963 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.

• Variational Gaussian Process State-Space Models
  18 Jun 2014 0 repositories listed
• Transductive Learning for Multi-Task Copula Processes
  2 Jun 2014 0 repositories listed
• Gaussian Processes for Natural Language Processing
  1 Jun 2014 0 repositories listed
• SHEF-Lite 2.0: Sparse Multi-task Gaussian Processes for Translation Quality Estimation
  1 Jun 2014 0 repositories listed
• Simultaneous Twin Kernel Learning using Polynomial Transformations for Structured Prediction
  1 Jun 2014 0 repositories listed
• Functional Gaussian processes for regression with linear PDE models
  29 May 2014 0 repositories listed
• Bayesian Multi-Scale Optimistic Optimization
  27 Feb 2014 0 repositories listed
• Efficient Inference of Gaussian Process Modulated Renewal Processes with Application to Medical Event Data
  19 Feb 2014 0 repositories listed
• Student-t Processes as Alternatives to Gaussian Processes
  18 Feb 2014 0 repositories listed
• The Random Forest Kernel and other kernels for big data from random partitions
  18 Feb 2014 0 repositories listed
• Gaussian Process Volatility Model
  13 Feb 2014 0 repositories listed
• Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models - a Gentle Tutorial
  6 Feb 2014 0 repositories listed
• Accelerating ABC methods using Gaussian processes
  7 Jan 2014 0 repositories listed
• Associative embeddings for large-scale knowledge transfer with self-assessment
  11 Dec 2013 0 repositories listed
• Bayesian optimization explains human active search
  1 Dec 2013 0 repositories listed
• Gaussian Process Optimization with Mutual Information
  19 Nov 2013 0 repositories listed
• Nonparametric Bayes dynamic modeling of relational data
  19 Nov 2013 0 repositories listed
• Active Learning of Linear Embeddings for Gaussian Processes
  24 Oct 2013 0 repositories listed
• GPatt: Fast Multidimensional Pattern Extrapolation with Gaussian Processes
  20 Oct 2013 0 repositories listed
• Pseudo-Marginal Bayesian Inference for Gaussian Processes
  2 Oct 2013 0 repositories listed
• A temporal model of text periodicities using Gaussian Processes
  1 Oct 2013 0 repositories listed
• Reasoning about Probabilities in Dynamic Systems using Goal Regression
  26 Sep 2013 0 repositories listed
• Modelling Annotator Bias with Multi-task Gaussian Processes: An Application to Machine Translation Quality Estimation
  1 Aug 2013 0 repositories listed
• Infinite Mixtures of Multivariate Gaussian Processes
  26 Jul 2013 0 repositories listed
• Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC
  12 Jun 2013 0 repositories listed
• Evolution of Covariance Functions for Gaussian Process Regression using Genetic Programming
  16 May 2013 0 repositories listed
• A dependent partition-valued process for multitask clustering and time evolving network modelling
  13 Mar 2013 0 repositories listed
• Gaussian Processes for Nonlinear Signal Processing
  12 Mar 2013 0 repositories listed
• Integrated Pre-Processing for Bayesian Nonlinear System Identification with Gaussian Processes
  12 Mar 2013 0 repositories listed
• Bayesian Warped Gaussian Processes
  1 Dec 2012 0 repositories listed
• Collaborative Gaussian Processes for Preference Learning
  1 Dec 2012 0 repositories listed
• Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression
  1 Dec 2012 0 repositories listed
• Multiresolution Gaussian Processes
  1 Dec 2012 0 repositories listed
• Random walk kernels and learning curves for Gaussian process regression on random graphs
  6 Nov 2012 0 repositories listed
• Deep Gaussian Processes
  2 Nov 2012 0 repositories listed
• Locally adaptive factor processes for multivariate time series
  7 Oct 2012 0 repositories listed
• Information fusion in multi-task Gaussian processes
  6 Oct 2012 0 repositories listed
• Variable noise and dimensionality reduction for sparse Gaussian processes
  27 Jun 2012 0 repositories listed
• Robust Filtering and Smoothing with Gaussian Processes
  20 Mar 2012 0 repositories listed
• Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes
  5 Mar 2012 0 repositories listed
• Active learning of neural response functions with Gaussian processes
  1 Dec 2011 0 repositories listed
• Analytical Results for the Error in Filtering of Gaussian Processes
  1 Dec 2011 0 repositories listed
• Optimal Reinforcement Learning for Gaussian Systems
  1 Dec 2011 0 repositories listed
• Universal low-rank matrix recovery from Pauli measurements
  1 Dec 2011 0 repositories listed
• Overlapping Mixtures of Gaussian Processes for the Data Association Problem
  16 Aug 2011 0 repositories listed
• Linear Latent Force Models using Gaussian Processes
  13 Jul 2011 0 repositories listed
• Approximate inference in continuous time Gaussian-Jump processes
  1 Dec 2010 0 repositories listed
• Evaluation of Rarity of Fingerprints in Forensics
  1 Dec 2010 0 repositories listed
• Heavy-Tailed Process Priors for Selective Shrinkage
  1 Dec 2010 0 repositories listed
• Learning sparse dynamic linear systems using stable spline kernels and exponential hyperpriors
  1 Dec 2010 0 repositories listed
• Twin gaussian processes for structured prediction
  1 Mar 2010 0 repositories listed
• Bayesian estimation of orientation preference maps
  1 Dec 2009 0 repositories listed
• Generalization Errors and Learning Curves for Regression with Multi-task Gaussian Processes
  1 Dec 2009 0 repositories listed
• Inter-domain Gaussian Processes for Sparse Inference using Inducing Features
  1 Dec 2009 0 repositories listed
• Accelerating Bayesian Inference over Nonlinear Differential Equations with Gaussian Processes
  1 Dec 2008 0 repositories listed
• Bayesian Kernel Shaping for Learning Control
  1 Dec 2008 0 repositories listed
• Modeling human function learning with Gaussian processes
  1 Dec 2008 0 repositories listed
• Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes
  1 Dec 2008 0 repositories listed
• Sparse Convolved Gaussian Processes for Multi-output Regression
  1 Dec 2008 0 repositories listed
• Variational Mixture of Gaussian Process Experts
  1 Dec 2008 0 repositories listed
• Robust Regression with Twinned Gaussian Processes
  1 Dec 2007 0 repositories listed
• Using Deep Belief Nets to Learn Covariance Kernels for Gaussian Processes
  1 Dec 2007 0 repositories listed
• Sparse Gaussian processes using pseudo-inputs
  1 Jun 2005 0 repositories listed