Methods › General › Non-Parametric Regression › Gaussian Process › Papers, page 9

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)

Page 9 of 25: papers 801 to 900 of 2,473, newest first by the archive's date (ties by slug), in archive order.

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.

• Robust Gaussian Process Regression with Huber Likelihood
  19 Jan 2023 · 0 repositories · arXiv:2301.07858
• Semiparametric inference using fractional posteriors
  19 Jan 2023 · 0 repositories · arXiv:2301.08158
• Antenna Array Calibration Via Gaussian Process Models
  16 Jan 2023 · 0 repositories · arXiv:2301.06582
• Neural network with optimal neuron activation functions based on additive Gaussian process regression
  13 Jan 2023 · 0 repositories · arXiv:2301.05567
• A domain-decomposed VAE method for Bayesian inverse problems
  9 Jan 2023 · 0 repositories · arXiv:2301.05708
• Active Learning Guided by Efficient Surrogate Learners
  7 Jan 2023 · 0 repositories · arXiv:2301.02761
• Plant species richness prediction from DESIS hyperspectral data: A comparison study on feature extraction procedures and regression models
  5 Jan 2023 · 0 repositories · arXiv:2301.01918
• Interactive Segmentation As Gaussion Process Classification
  1 Jan 2023 · 1 repository
• Robust and Scalable Gaussian Process Regression and Its Applications
  1 Jan 2023 · 1 repository
• Bayesian Interpolation with Deep Linear Networks
  29 Dec 2022 · 0 repositories · arXiv:2212.14457
• Functional Integrative Bayesian Analysis of High-dimensional Multiplatform Genomic Data
  29 Dec 2022 · 0 repositories · arXiv:2212.14165
• Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients
  29 Dec 2022 · 1 repository · arXiv:2212.14319
  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) · 1 unverified (of 3 harvested samples)
• Gaussian Process Classification Bandits
  26 Dec 2022 · 0 repositories · arXiv:2212.13157
• Machine learning for accelerating the discovery of high performance low-cost solar cells: a systematic review
  26 Dec 2022 · 0 repositories · arXiv:2212.13893
• Context-Aware Target Classification with Hybrid Gaussian Process prediction for Cooperative Vehicle Safety systems
  24 Dec 2022 · 0 repositories · arXiv:2212.12819
• Data-Driven Linear Complexity Low-Rank Approximation of General Kernel Matrices: A Geometric Approach
  24 Dec 2022 · 0 repositories · arXiv:2212.12674
• Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers
  23 Dec 2022 · 1 repository · arXiv:2212.12474
• Piecewise-Velocity Model for Learning Continuous-time Dynamic Node Representations
  23 Dec 2022 · 0 repositories · arXiv:2212.12345
• Parameter Inference based on Gaussian Processes Informed by Nonlinear Partial Differential Equations
  22 Dec 2022 · 1 repository · arXiv:2212.11880
• Beyond Surrogate Modeling: Learning the Local Volatility Via Shape Constraints
  20 Dec 2022 · 1 repository · arXiv:2212.09957
• Estimating and Assessing Differential Equation Models with Time-Course Data
  20 Dec 2022 · 0 repositories · arXiv:2212.10653
• Generative structured normalizing flow Gaussian processes applied to spectroscopic data
  14 Dec 2022 · 0 repositories · arXiv:2212.07554
• Multiclass classification utilising an estimated algorithmic probability prior
  14 Dec 2022 · 0 repositories · arXiv:2212.07426
• Learning Disturbances Online for Risk-Aware Control: Risk-Aware Flight with Less Than One Minute of Data
  12 Dec 2022 · 0 repositories · arXiv:2212.06253
• Information-Theoretic Safe Exploration with Gaussian Processes
  9 Dec 2022 · 1 repository · arXiv:2212.04914
  Syntology official (archive's flag): 5 ran · 6 ran (of which 2 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 8 pointer-only (licence)
• Transformer-based normative modelling for anomaly detection of early schizophrenia
  8 Dec 2022 · 0 repositories · arXiv:2212.04984
• General multi-fidelity surrogate models: Framework and active learning strategies for efficient rare event simulation
  7 Dec 2022 · 0 repositories · arXiv:2212.03375
• Online Feedback Optimization of Compressor Stations with Model Adaptation using Gaussian Process Regression
  7 Dec 2022 · 0 repositories · arXiv:2212.03604
• Enhanced Gaussian Process Dynamical Models with Knowledge Transfer for Long-term Battery Degradation Forecasting
  3 Dec 2022 · 1 repository · arXiv:2212.01609
• Empirical Asset Pricing via Ensemble Gaussian Process Regression
  2 Dec 2022 · 0 repositories · arXiv:2212.01048
• Gaussian Process regression over discrete probability measures: on the non-stationarity relation between Euclidean and Wasserstein Squared Exponential Kernels
  2 Dec 2022 · 1 repository · arXiv:2212.01310
• Gaussian Process Barrier States for Safe Trajectory Optimization and Control
  1 Dec 2022 · 0 repositories · arXiv:2212.00268
• Safe Learning-Based Control of Elastic Joint Robots via Control Barrier Functions
  1 Dec 2022 · 0 repositories · arXiv:2212.00478
• Learning non-stationary and discontinuous functions using clustering, classification and Gaussian process modelling
  30 Nov 2022 · 0 repositories · arXiv:2211.16909
• Frequency Domain Gaussian Process Models for H^∞ Uncertainties
  29 Nov 2022 · 0 repositories · arXiv:2211.15923
• AquaFeL-PSO: A Monitoring System for Water Resources using Autonomous Surface Vehicles based on Multimodal PSO and Federated Learning
  28 Nov 2022 · 0 repositories · arXiv:2211.15217
• A Kernel Perspective of Skip Connections in Convolutional Networks
  27 Nov 2022 · 0 repositories · arXiv:2211.14810
• A Particle-based Sparse Gaussian Process Optimizer
  26 Nov 2022 · 0 repositories · arXiv:2211.14517
• Multi-fidelity Gaussian Process for Biomanufacturing Process Modeling with Small Data
  26 Nov 2022 · 0 repositories · arXiv:2211.14493
• A Gaussian Process Regression based Dynamical Models Learning Algorithm for Target Tracking
  25 Nov 2022 · 0 repositories · arXiv:2211.14162
• Multiple Imputation with Neural Network Gaussian Process for High-dimensional Incomplete Data
  23 Nov 2022 · 1 repository · arXiv:2211.13297
• Power Spectral Density-Based Resting-State EEG Classification of First-Episode Psychosis
  23 Nov 2022 · 0 repositories · arXiv:2301.01588
• Active Discrimination Learning for Gaussian Process Models
  21 Nov 2022 · 0 repositories · arXiv:2211.11624
• CONFIG: Constrained Efficient Global Optimization for Closed-Loop Control System Optimization with Unmodeled Constraints
  21 Nov 2022 · 0 repositories · arXiv:2211.11822
• Multiresolution kernel matrix algebra
  21 Nov 2022 · 0 repositories · arXiv:2211.11681
• The loss of the property of locality of the kernel in high-dimensional Gaussian process regression on the example of the fitting of molecular potential energy surfaces
  21 Nov 2022 · 0 repositories · arXiv:2211.11170
• The Past Does Matter: Correlation of Subsequent States in Trajectory Predictions of Gaussian Process Models
  20 Nov 2022 · 0 repositories · arXiv:2211.11103
• On the Multidimensional Augmentation of Fingerprint Data for Indoor Localization in A Large-Scale Building Complex Based on Multi-Output Gaussian Process
  19 Nov 2022 · 0 repositories · arXiv:2211.10642
• Environmental Sensor Placement with Convolutional Gaussian Neural Processes
  18 Nov 2022 · 1 repository · arXiv:2211.10381
• Deep Gaussian Processes for Air Quality Inference
  18 Nov 2022 · 1 repository · arXiv:2211.10174
• Entry Dependent Expert Selection in Distributed Gaussian Processes Using Multilabel Classification
  17 Nov 2022 · 0 repositories · arXiv:2211.09940
• Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic
  17 Nov 2022 · 0 repositories · arXiv:2211.11576
• Neural Inference of Gaussian Processes for Time Series Data of Quasars
  17 Nov 2022 · 1 repository · arXiv:2211.10305
  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) · 0 unverified (of 1 harvested sample)
• Ischemic Stroke Lesion Prediction using imbalanced Temporal Deep Gaussian Process (iTDGP)
  16 Nov 2022 · 0 repositories · arXiv:2211.09068
• A mixed-categorical correlation kernel for Gaussian process
  15 Nov 2022 · 1 repository · arXiv:2211.08262
• Provably Reliable Large-Scale Sampling from Gaussian Processes
  15 Nov 2022 · 1 repository · arXiv:2211.08036
  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) · 2 unverified (of 7 harvested samples)
• Spatiotemporal modeling of European paleoclimate using doubly sparse Gaussian processes
  15 Nov 2022 · 0 repositories · arXiv:2211.08160
• Inverse Kernel Decomposition
  11 Nov 2022 · 1 repository · arXiv:2211.05961
• Learning For Predictive Control: A Dual Gaussian Process Approach
  7 Nov 2022 · 0 repositories · arXiv:2211.03699
• A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments
  5 Nov 2022 · 0 repositories · arXiv:2211.02879
• Fully Bayesian inference for latent variable Gaussian process models
  4 Nov 2022 · 1 repository · arXiv:2211.02218
• Sparse Gaussian Process Hyperparameters: Optimize or Integrate?
  4 Nov 2022 · 0 repositories · arXiv:2211.02476
• Benefits of Monotonicity in Safe Exploration with Gaussian Processes
  3 Nov 2022 · 1 repository · arXiv:2211.01561
• Fast and robust Bayesian Inference using Gaussian Processes with GPry
  3 Nov 2022 · 1 repository · arXiv:2211.02045
• Isotropic Gaussian Processes on Finite Spaces of Graphs
  3 Nov 2022 · 3 repositories · arXiv:2211.01689
• Learning safety in model-based Reinforcement Learning using MPC and Gaussian Processes
  3 Nov 2022 · 1 repository · arXiv:2211.01860
• Bayesian sequential design of computer experiments for quantile set inversion
  2 Nov 2022 · 2 repositories · arXiv:2211.01008
• Faster variational quantum algorithms with quantum kernel-based surrogate models
  2 Nov 2022 · 0 repositories · arXiv:2211.01134
• BOREx: Bayesian-Optimization--Based Refinement of Saliency Map for Image- and Video-Classification Models
  31 Oct 2022 · 0 repositories · arXiv:2210.17130
• Optimizing Closed-Loop Performance with Data from Similar Systems: A Bayesian Meta-Learning Approach
  31 Oct 2022 · 0 repositories · arXiv:2211.00077
• Atlas: Automate Online Service Configuration in Network Slicing
  30 Oct 2022 · 1 repository · arXiv:2210.16902
• ViTASD: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis
  30 Oct 2022 · 1 repository · arXiv:2210.16943
• Data-driven Output Regulation via Gaussian Processes and Luenberger Internal Models
  28 Oct 2022 · 0 repositories · arXiv:2210.15938
• Data-Driven Analytic Differentiation via High Gain Observers and Gaussian Process Priors
  27 Oct 2022 · 0 repositories · arXiv:2210.15528
• Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks
  23 Oct 2022 · 0 repositories · arXiv:2210.12669
• Cox-Hawkes: doubly stochastic spatiotemporal Poisson processes
  21 Oct 2022 · 0 repositories · arXiv:2210.11844
• Efficient Dataset Distillation Using Random Feature Approximation
  21 Oct 2022 · 2 repositories · arXiv:2210.12067
  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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Optimization on Manifolds via Graph Gaussian Processes
  20 Oct 2022 · 0 repositories · arXiv:2210.10962
• Scalable Bayesian Transformed Gaussian Processes
  20 Oct 2022 · 0 repositories · arXiv:2210.10973
• Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning
  20 Oct 2022 · 0 repositories · arXiv:2210.10964
• Locally Smoothed Gaussian Process Regression
  18 Oct 2022 · 0 repositories · arXiv:2210.09998
• Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making
  16 Oct 2022 · 1 repository · arXiv:2210.08486
• Model of rough surfaces with Gaussian processes
  15 Oct 2022 · 0 repositories · arXiv:2210.08279
• Movement Penalized Bayesian Optimization with Application to Wind Energy Systems
  14 Oct 2022 · 0 repositories · arXiv:2210.08087
• Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees
  14 Oct 2022 · 1 repository · arXiv:2210.07893
• A Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal Functions
  13 Oct 2022 · 1 repository · arXiv:2210.06635
• Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function
  13 Oct 2022 · 0 repositories · arXiv:2210.06814
• Sample-Then-Optimize Batch Neural Thompson Sampling
  13 Oct 2022 · 1 repository · arXiv:2210.06850
  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)
• Efficient Bayesian Updates for Deep Learning via Laplace Approximations
  12 Oct 2022 · 1 repository · arXiv:2210.06112
• Gaussian Processes on Distributions based on Regularized Optimal Transport
  12 Oct 2022 · 0 repositories · arXiv:2210.06574
• Computationally-efficient initialisation of GPs: The generalised variogram method
  11 Oct 2022 · 1 repository · arXiv:2210.05394
• Efficient Gaussian Process Model on Class-Imbalanced Datasets for Generalized Zero-Shot Learning
  11 Oct 2022 · 0 repositories · arXiv:2210.06120
• Inferring Smooth Control: Monte Carlo Posterior Policy Iteration with Gaussian Processes
  7 Oct 2022 · 1 repository · arXiv:2210.03512
  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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Leveraging Instance Features for Label Aggregation in Programmatic Weak Supervision
  6 Oct 2022 · 2 repositories · arXiv:2210.02724
  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: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• An Active Learning Reliability Method for Systems with Partially Defined Performance Functions
  5 Oct 2022 · 1 repository · arXiv:2210.02168
  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) · 2 pointer-only (licence)
• Boundary-Aware Uncertainty for Feature Attribution Explainers
  5 Oct 2022 · 1 repository · arXiv:2210.02419
  Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 1 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 15 harvested samples)
• Model Reference Gaussian Process Regression: Data-Driven Output Feedback Controller
  5 Oct 2022 · 0 repositories · arXiv:2210.02494
• Over-the-Air Gaussian Process Regression Based on Product of Experts
  5 Oct 2022 · 0 repositories · arXiv:2210.02204
• Bringing motion taxonomies to continuous domains via GPLVM on hyperbolic manifolds
  4 Oct 2022 · 0 repositories · arXiv:2210.01672
• Log-Linear-Time Gaussian Processes Using Binary Tree Kernels
  4 Oct 2022 · 1 repository · arXiv:2210.01633
  Syntology official (archive's flag): 14 ran · 14 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 12 where Syntology's instrument failed) · 5 unverified (of 19 harvested samples) · 19 pointer-only (licence)