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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 18 of 20: papers 1,701 to 1,800 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.

• Machine learning based hyperspectral image analysis: A survey
  23 Feb 2018 0 repositories listed
• Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks
  21 Feb 2018 0 repositories listed
• Emulating dynamic non-linear simulators using Gaussian processes
  21 Feb 2018 0 repositories listed
• VBALD - Variational Bayesian Approximation of Log Determinants
  21 Feb 2018 0 repositories listed
• Analysis of Financial Credit Risk Using Machine Learning
  14 Feb 2018 0 repositories listed
• Prophit: Causal inverse classification for multiple continuously valued treatment policies
  14 Feb 2018 0 repositories listed
• State Space Gaussian Processes with Non-Gaussian Likelihood
  13 Feb 2018 0 repositories listed
• Gaussian Process Classification with Privileged Information by Soft-to-Hard Labeling Transfer
  12 Feb 2018 0 repositories listed
• ASMCNN: An Efficient Brain Extraction Using Active Shape Model and Convolutional Neural Networks
  5 Feb 2018 0 repositories listed
• The Sea Exploration Problem: Data-driven Orienteering on a Continuous Surface
  5 Feb 2018 0 repositories listed
• Composite Gaussian Processes: Scalable Computation and Performance Analysis
  31 Jan 2018 0 repositories listed
• Kernel Distillation for Fast Gaussian Processes Prediction
  31 Jan 2018 0 repositories listed
• Algorithmic Linearly Constrained Gaussian Processes
  28 Jan 2018 0 repositories listed
• Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification
  21 Jan 2018 0 repositories listed
• Upgrading from Gaussian Processes to Student's-T Processes
  18 Jan 2018 0 repositories listed
• Hyperspectral recovery from RGB images using Gaussian Processes
  15 Jan 2018 0 repositories listed
• Deep Gaussian Processes with Decoupled Inducing Inputs
  9 Jan 2018 0 repositories listed
• Multiscale Sparse Microcanonical Models
  6 Jan 2018 0 repositories listed
• Intrinsic Gaussian processes on complex constrained domains
  3 Jan 2018 0 repositories listed
• Distributed non-parametric deep and wide networks
  1 Jan 2018 0 repositories listed
• Gaussian Process Neurons
  1 Jan 2018 0 repositories listed
• Learning to Treat Sepsis with Multi-Output Gaussian Process Deep Recurrent Q-Networks
  1 Jan 2018 0 repositories listed
• Sparse Covariance Modeling in High Dimensions with Gaussian Processes
  1 Jan 2018 0 repositories listed
• Estimating activity cycles with probabilistic methods II. The Mount Wilson Ca H&K data
  21 Dec 2017 0 repositories listed
• Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models
  1 Dec 2017 0 repositories listed
• Gaussian process based nonlinear latent structure discovery in multivariate spike train data
  1 Dec 2017 0 repositories listed
• Learning from uncertain curves: The 2-Wasserstein metric for Gaussian processes
  1 Dec 2017 0 repositories listed
• Scalable Levy Process Priors for Spectral Kernel Learning
  1 Dec 2017 0 repositories listed
• Gaussian Process Neurons Learn Stochastic Activation Functions
  29 Nov 2017 0 repositories listed
• Sequential Randomized Matrix Factorization for Gaussian Processes: Efficient Predictions and Hyper-parameter Optimization
  19 Nov 2017 0 repositories listed
• How Wrong Am I? - Studying Adversarial Examples and their Impact on Uncertainty in Gaussian Process Machine Learning Models
  17 Nov 2017 0 repositories listed
• Spatial Mapping with Gaussian Processes and Nonstationary Fourier Features
  15 Nov 2017 0 repositories listed
• Joint Gaussian Processes for Biophysical Parameter Retrieval
  14 Nov 2017 0 repositories listed
• Structured Variational Inference for Coupled Gaussian Processes
  3 Nov 2017 0 repositories listed
• Learning Kernels over Strings using Gaussian Processes
  1 Nov 2017 0 repositories listed
• Modelling Representation Noise in Emotion Analysis using Gaussian Processes
  1 Nov 2017 0 repositories listed
• Tensor Regression Meets Gaussian Processes
  31 Oct 2017 0 repositories listed
• Auto-Differentiating Linear Algebra
  24 Oct 2017 0 repositories listed
• Deep Gaussian Covariance Network
  17 Oct 2017 0 repositories listed
• Safe Learning of Quadrotor Dynamics Using Barrier Certificates
  16 Oct 2017 0 repositories listed
• Bayesian Alignments of Warped Multi-Output Gaussian Processes
  8 Oct 2017 0 repositories listed
• Robust Hypothesis Test for Nonlinear Effect with Gaussian Processes
  3 Oct 2017 0 repositories listed
• Remote Sensing Image Classification with Large Scale Gaussian Processes
  2 Oct 2017 0 repositories listed
• Adaptive Generation-Based Evolution Control for Gaussian Process Surrogate Models
  29 Sep 2017 0 repositories listed
• GP-SUM. Gaussian Processes Filtering of non-Gaussian Beliefs
  23 Sep 2017 0 repositories listed
• Ensemble Multi-task Gaussian Process Regression with Multiple Latent Processes
  22 Sep 2017 0 repositories listed
• Perturbative Black Box Variational Inference
  21 Sep 2017 0 repositories listed
• Analogical-based Bayesian Optimization
  19 Sep 2017 0 repositories listed
• Forecasting of commercial sales with large scale Gaussian Processes
  16 Sep 2017 0 repositories listed
• Gaussian Process Latent Force Models for Learning and Stochastic Control of Physical Systems
  15 Sep 2017 0 repositories listed
• Learning from lions: inferring the utility of agents from their trajectories
  7 Sep 2017 0 repositories listed
• Spectral Mixture Kernels for Multi-Output Gaussian Processes
  5 Sep 2017 0 repositories listed
• Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction
  27 Aug 2017 0 repositories listed
• An Improved Multi-Output Gaussian Process RNN with Real-Time Validation for Early Sepsis Detection
  19 Aug 2017 0 repositories listed
• Pillar Networks++: Distributed non-parametric deep and wide networks
  18 Aug 2017 0 repositories listed
• Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction
  16 Aug 2017 0 repositories listed
• Bayesian Optimization with Tree-structured Dependencies
  1 Aug 2017 0 repositories listed
• Prediction under Uncertainty in Sparse Spectrum Gaussian Processes with Applications to Filtering and Control
  1 Aug 2017 0 repositories listed
• Improving Output Uncertainty Estimation and Generalization in Deep Learning via Neural Network Gaussian Processes
  19 Jul 2017 0 repositories listed
• Robust Bayesian Optimization with Student-t Likelihood
  18 Jul 2017 0 repositories listed
• Adversarial Examples, Uncertainty, and Transfer Testing Robustness in Gaussian Process Hybrid Deep Networks
  8 Jul 2017 0 repositories listed
• Location Dependent Dirichlet Processes
  2 Jul 2017 0 repositories listed
• Correlational Gaussian Processes for Cross-Domain Visual Recognition
  1 Jul 2017 0 repositories listed
• Scalable Multi-Class Gaussian Process Classification using Expectation Propagation
  22 Jun 2017 0 repositories listed
• Statistical abstraction for multi-scale spatio-temporal systems
  22 Jun 2017 0 repositories listed
• Scaling up the Automatic Statistician: Scalable Structure Discovery using Gaussian Processes
  8 Jun 2017 0 repositories listed
• Multiple Kernel Learning and Automatic Subspace Relevance Determination for High-dimensional Neuroimaging Data
  2 Jun 2017 0 repositories listed
• Learning of Gaussian Processes in Distributed and Communication Limited Systems
  7 May 2017 0 repositories listed
• Efficient Spatio-Temporal Gaussian Regression via Kalman Filtering
  3 May 2017 0 repositories listed
• Asynchronous Distributed Variational Gaussian Processes for Regression
  22 Apr 2017 0 repositories listed
• 25 Tweets to Know You: A New Model to Predict Personality with Social Media
  18 Apr 2017 0 repositories listed
• A probabilistic data-driven model for planar pushing
  10 Apr 2017 0 repositories listed
• Group Importance Sampling for Particle Filtering and MCMC
  10 Apr 2017 0 repositories listed
• DeepCoder: Semi-parametric Variational Autoencoders for Automatic Facial Action Coding
  7 Apr 2017 0 repositories listed
• Treatment-Response Models for Counterfactual Reasoning with Continuous-time, Continuous-valued Interventions
  6 Apr 2017 0 repositories listed
• Bayesian Inference of Log Determinants
  5 Apr 2017 0 repositories listed
• Efficient acquisition rules for model-based approximate Bayesian computation
  3 Apr 2017 0 repositories listed
• Exploiting gradients and Hessians in Bayesian optimization and Bayesian quadrature
  31 Mar 2017 0 repositories listed
• Gaussian Processes with Context-Supported Priors for Active Object Localization
  25 Mar 2017 0 repositories listed
• A Statistical Machine Learning Approach to Yield Curve Forecasting
  4 Mar 2017 0 repositories listed
• Linearly constrained Gaussian processes
  2 Mar 2017 0 repositories listed
• Signal-based Bayesian Seismic Monitoring
  2 Mar 2017 0 repositories listed
• Approximate Bayes learning of stochastic differential equations
  17 Feb 2017 0 repositories listed
• Bayesian Additive Adaptive Basis Tensor Product Models for Modeling High Dimensional Surfaces: An application to high-throughput toxicity testing
  15 Feb 2017 0 repositories listed
• Optimal Detection of Faulty Traffic Sensors Used in Route Planning
  8 Feb 2017 0 repositories listed
• Query Efficient Posterior Estimation in Scientific Experiments via Bayesian Active Learning
  3 Feb 2017 0 repositories listed
• A Gaussian Process Regression Model for Distribution Inputs
  31 Jan 2017 0 repositories listed
• Multi-view Regularized Gaussian Processes
  17 Jan 2017 0 repositories listed
• Classification of MRI data using Deep Learning and Gaussian Process-based Model Selection
  16 Jan 2017 0 repositories listed
• Overlapping Cover Local Regression Machines
  5 Jan 2017 0 repositories listed
• Bayesian model selection consistency and oracle inequality with intractable marginal likelihood
  2 Jan 2017 0 repositories listed
• Lazily Adapted Constant Kinky Inference for Nonparametric Regression and Model-Reference Adaptive Control
  31 Dec 2016 0 repositories listed
• Monte Carlo Structured SVI for Two-Level Non-Conjugate Models
  12 Dec 2016 0 repositories listed
• Environmental Modeling Framework using Stacked Gaussian Processes
  9 Dec 2016 0 repositories listed
• Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes
  1 Dec 2016 0 repositories listed
• The Recycling Gibbs Sampler for Efficient Learning
  21 Nov 2016 0 repositories listed
• Faster variational inducing input Gaussian process classification
  18 Nov 2016 0 repositories listed
• Gaussian Processes for Survival Analysis
  2 Nov 2016 0 repositories listed
• Stochastic Variational Deep Kernel Learning
  1 Nov 2016 0 repositories listed
• Analysis of Nonstationary Time Series Using Locally Coupled Gaussian Processes
  31 Oct 2016 0 repositories listed