Methods › General › Non-Parametric Regression › Gaussian Process › Papers, page 13

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 13 of 25: papers 1,201 to 1,300 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.

• Cloud-Assisted Collaborative Road Information Discovery with Gaussian Process: Application to Road Profile Estimation
  13 Oct 2021 · 0 repositories · arXiv:2110.06977
• Incremental Ensemble Gaussian Processes
  13 Oct 2021 · 0 repositories · arXiv:2110.06777
• Analysis of False Data Injection Impact on AI based Solar Photovoltaic Power Generation Forecasting
  12 Oct 2021 · 0 repositories · arXiv:2110.09948
• Satellite galaxy abundance dependency on cosmology in Magneticum simulations
  11 Oct 2021 · 1 repository · arXiv:2110.05498
• Synergistic Offline-Online Control Synthesis via Local Gaussian Process Regression
  11 Oct 2021 · 0 repositories · arXiv:2110.05525
• Normative Modeling using Multimodal Variational Autoencoders to Identify Abnormal Brain Structural Patterns in Alzheimer Disease
  10 Oct 2021 · 0 repositories · arXiv:2110.04903
• Probabilistic prediction of the heave motions of a semi-submersible by a deep learning problem model
  9 Oct 2021 · 1 repository · arXiv:2111.00873
• Kernel Interpolation as a Bayes Point Machine
  8 Oct 2021 · 1 repository · arXiv:2110.04274
• Dense Gaussian Processes for Few-Shot Segmentation
  7 Oct 2021 · 1 repository · arXiv:2110.03674
• Gaussian Process for Trajectories
  7 Oct 2021 · 0 repositories · arXiv:2110.03712
• Optimal Turnover, Liquidity, and Autocorrelation
  7 Oct 2021 · 0 repositories · arXiv:2110.03810
• Time Series Forecasting Using Manifold Learning
  7 Oct 2021 · 0 repositories · arXiv:2110.03625
• Bayesian neural network unit priors and generalized Weibull-tail property
  6 Oct 2021 · 0 repositories · arXiv:2110.02885
• Contextual Combinatorial Bandits with Changing Action Sets via Gaussian Processes
  5 Oct 2021 · 1 repository · arXiv:2110.02248
  Syntology official (archive's flag): 2 ran · 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) · 2 pointer-only (licence)
• On the Correspondence between Gaussian Processes and Geometric Harmonics
  5 Oct 2021 · 0 repositories · arXiv:2110.02296
• Hierarchical Gaussian Process Models for Regression Discontinuity/Kink under Sharp and Fuzzy Designs
  3 Oct 2021 · 0 repositories · arXiv:2110.00921
• Treeging
  3 Oct 2021 · 0 repositories · arXiv:2110.01053
• Conditional Deep Gaussian Processes: empirical Bayes hyperdata learning
  1 Oct 2021 · 1 repository · arXiv:2110.00568
• Surrogate-Based Black-Box Optimization Method for Costly Molecular Properties
  1 Oct 2021 · 1 repository · arXiv:2110.03522
• Surveillance Evasion Through Bayesian Reinforcement Learning
  30 Sep 2021 · 1 repository · arXiv:2109.14811
• Amortized Posterior on Latent Variables in Gaussian Process
  29 Sep 2021 · 0 repositories
• Deep Ensemble as a Gaussian Process Posterior
  29 Sep 2021 · 0 repositories
• Non-stationary Gaussian process discriminant analysis with variable selection for high-dimensional functional data
  29 Sep 2021 · 1 repository · arXiv:2109.14171
• Towards Non-Parametric Models for Confidence Aware Video Prediction on Smooth Dynamics
  29 Sep 2021 · 0 repositories
• Transfer Learning for Bayesian HPO with End-to-End Meta-Features
  29 Sep 2021 · 0 repositories
• Variational Inference for Continuous-Time Switching Dynamical Systems
  29 Sep 2021 · 0 repositories · arXiv:2109.14492
• Gaussian Processes to speed up MCMC with automatic exploratory-exploitation effect
  28 Sep 2021 · 0 repositories · arXiv:2109.13891
• Accurate Remaining Useful Life Prediction with Uncertainty Quantification: a Deep Learning and Nonstationary Gaussian Process Approach
  23 Sep 2021 · 0 repositories · arXiv:2109.12111
• Remaining useful life prediction with uncertainty quantification: development of a highly accurate model for rotating machinery
  23 Sep 2021 · 0 repositories · arXiv:2109.11579
• A Latent Restoring Force Approach to Nonlinear System Identification
  22 Sep 2021 · 0 repositories · arXiv:2109.10681
• A Robust Asymmetric Kernel Function for Bayesian Optimization, with Application to Image Defect Detection in Manufacturing Systems
  22 Sep 2021 · 0 repositories · arXiv:2109.10898
• MEPG: A Minimalist Ensemble Policy Gradient Framework for Deep Reinforcement Learning
  22 Sep 2021 · 0 repositories · arXiv:2109.10552
• Adaptive Reliability Analysis for Multi-fidelity Models using a Collective Learning Strategy
  21 Sep 2021 · 0 repositories · arXiv:2109.10219
• Barely Biased Learning for Gaussian Process Regression
  20 Sep 2021 · 0 repositories · arXiv:2109.09417
• Molecular Energy Learning Using Alternative Blackbox Matrix-Matrix Multiplication Algorithm for Exact Gaussian Process
  20 Sep 2021 · 2 repositories · arXiv:2109.09817
• Scalable Multi-Task Gaussian Processes with Neural Embedding of Coregionalization
  20 Sep 2021 · 0 repositories · arXiv:2109.09261
• Probabilistic Bearing Fault Diagnosis Using Gaussian Process with Tailored Feature Extraction
  19 Sep 2021 · 0 repositories · arXiv:2109.09189
• Pre-trained Gaussian Processes for Bayesian Optimization
  16 Sep 2021 · 4 repositories · arXiv:2109.08215
  Syntology official (archive's flag): 1 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 14 harvested samples) · 2 pointer-only (licence)
• Non-smooth Bayesian Optimization in Tuning Problems
  15 Sep 2021 · 1 repository · arXiv:2109.07563
• Heading Estimation Using Ultra-Wideband Received Signal Strength and Gaussian Processes
  10 Sep 2021 · 0 repositories · arXiv:2109.04868
• KNODE-MPC: A Knowledge-based Data-driven Predictive Control Framework for Aerial Robots
  10 Sep 2021 · 0 repositories · arXiv:2109.04821
• Towards Fully Automated Segmentation of Rat Cardiac MRI by Leveraging Deep Learning Frameworks
  9 Sep 2021 · 0 repositories · arXiv:2109.04188
• Uncertainty Quantification and Experimental Design for Large-Scale Linear Inverse Problems under Gaussian Process Priors
  8 Sep 2021 · 0 repositories · arXiv:2109.03457
• Data-Driven Wind Turbine Wake Modeling via Probabilistic Machine Learning
  6 Sep 2021 · 0 repositories · arXiv:2109.02411
• Estimation of Bivariate Structural Causal Models by Variational Gaussian Process Regression Under Likelihoods Parametrised by Normalising Flows
  6 Sep 2021 · 0 repositories · arXiv:2109.02521
• Gaussian Process Uniform Error Bounds with Unknown Hyperparameters for Safety-Critical Applications
  6 Sep 2021 · 1 repository · arXiv:2109.02606
  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) · 4 unverified (of 7 harvested samples)
• Assisting Decision Making in Scholarly Peer Review: A Preference Learning Perspective
  2 Sep 2021 · 0 repositories · arXiv:2109.01190
• Bayesian data combination model with Gaussian process latent variable model for mixed observed variables under NMAR missingness
  1 Sep 2021 · 0 repositories · arXiv:2109.00462
• Physics-integrated hybrid framework for model form error identification in nonlinear dynamical systems
  1 Sep 2021 · 0 repositories · arXiv:2109.00538
• Scalable Spatiotemporally Varying Coefficient Modelling with Bayesian Kernelized Tensor Regression
  31 Aug 2021 · 0 repositories · arXiv:2109.00046
• A theory of representation learning gives a deep generalisation of kernel methods
  30 Aug 2021 · 0 repositories · arXiv:2108.13097
• Neural Network Gaussian Processes by Increasing Depth
  29 Aug 2021 · 1 repository · arXiv:2108.12862
• Uncertainty quantification for multiclass data description
  29 Aug 2021 · 0 repositories · arXiv:2108.12857
• Moving average options: Machine Learning and Gauss-Hermite quadrature for a double non-Markovian problem
  25 Aug 2021 · 0 repositories · arXiv:2108.11141
• Optimal Order Simple Regret for Gaussian Process Bandits
  20 Aug 2021 · 0 repositories · arXiv:2108.09262
• Local Latin Hypercube Refinement for Multi-objective Design Uncertainty Optimization
  19 Aug 2021 · 1 repository · arXiv:2108.08890
• Efficient TMS-Based Motor Cortex Mapping Using Gaussian Process Active Learning
  18 Aug 2021 · 0 repositories
• Select Wisely and Explain: Active Learning and Probabilistic Local Post-hoc Explainability
  16 Aug 2021 · 1 repository · arXiv:2108.06907
• Variational Inference at Glacier Scale
  16 Aug 2021 · 0 repositories · arXiv:2108.07263
• Active Assessment of Prediction Services as Accuracy Surface Over Attribute Combinations
  14 Aug 2021 · 1 repository · arXiv:2108.06514
• Adaptive Selection of Informative Path Planning Strategies via Reinforcement Learning
  14 Aug 2021 · 0 repositories · arXiv:2108.06618
• Hybrid Gaussian Process Modeling Applied to Economic Stochastic Model Predictive Control of Batch Processes
  14 Aug 2021 · 0 repositories · arXiv:2108.06430
• Active Learning for Saddle Point Calculation
  10 Aug 2021 · 0 repositories · arXiv:2108.04698
• An Interpretable Probabilistic Model for Short-Term Solar Power Forecasting Using Natural Gradient Boosting
  5 Aug 2021 · 1 repository · arXiv:2108.04058
• Active Learning in Gaussian Process State Space Model
  30 Jul 2021 · 0 repositories · arXiv:2108.00819
• Trusted-Maximizers Entropy Search for Efficient Bayesian Optimization
  30 Jul 2021 · 1 repository · arXiv:2107.14465
• Bayesian Optimization for Min Max Optimization
  29 Jul 2021 · 1 repository · arXiv:2107.13772
• MLMOD: Machine Learning Methods for Data-Driven Modeling in LAMMPS
  29 Jul 2021 · 1 repository · arXiv:2107.14362
• Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models
  26 Jul 2021 · 1 repository · arXiv:2107.12250
• A brief note on understanding neural networks as Gaussian processes
  25 Jul 2021 · 0 repositories · arXiv:2107.11892
• Inference for High Dimensional Censored Quantile Regression
  22 Jul 2021 · 1 repository · arXiv:2107.10959
• A variational approximate posterior for the deep Wishart process
  21 Jul 2021 · 1 repository · arXiv:2107.10125
  Syntology official (archive's flag): 7 ran · 7 ran (of which 6 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• Online structural kernel selection for mobile health
  21 Jul 2021 · 0 repositories · arXiv:2107.09949
• Testing Surrogate-Based Optimization with the Fortified Branin-Hoo Extended to Four Dimensions
  16 Jul 2021 · 0 repositories · arXiv:2107.08035
• Hida-Matérn Kernel
  15 Jul 2021 · 0 repositories · arXiv:2107.07098
• Principal component analysis for Gaussian process posteriors
  15 Jul 2021 · 0 repositories · arXiv:2107.07115
• Hybrid Bayesian Neural Networks with Functional Probabilistic Layers
  14 Jul 2021 · 0 repositories · arXiv:2107.07014
• Spectrum Gaussian Processes Based On Tunable Basis Functions
  14 Jul 2021 · 0 repositories · arXiv:2107.06473
• Automated Learning Rate Scheduler for Large-batch Training
  13 Jul 2021 · 1 repository · arXiv:2107.05855
  Syntology official (archive's flag): 3 ran · 3 ran (of which 3 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; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
• Parameter selection in Gaussian process interpolation: an empirical study of selection criteria
  13 Jul 2021 · 0 repositories · arXiv:2107.06006
• Computational modelling and data-driven homogenisation of knitted membranes
  12 Jul 2021 · 0 repositories · arXiv:2107.05707
• Diverse Video Generation using a Gaussian Process Trigger
  9 Jul 2021 · 1 repository · arXiv:2107.04619
• Gaussian Process Subspace Regression for Model Reduction
  9 Jul 2021 · 1 repository · arXiv:2107.04668
• Learning-Based Nonlinear H^∞ Control via Game-Theoretic Differential Dynamic Programming
  9 Jul 2021 · 0 repositories · arXiv:2107.04507
• Scaling Gaussian Processes with Derivative Information Using Variational Inference
  8 Jul 2021 · 0 repositories · arXiv:2107.04061
• Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma Segmentation
  7 Jul 2021 · 1 repository · arXiv:2107.03442
• Probabilistic partition of unity networks: clustering based deep approximation
  7 Jul 2021 · 0 repositories · arXiv:2107.03066
• Samplets: A new paradigm for data compression
  7 Jul 2021 · 0 repositories · arXiv:2107.03337
• EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data
  6 Jul 2021 · 1 repository · arXiv:2107.02463
• Weighted Gaussian Process Bandits for Non-stationary Environments
  6 Jul 2021 · 0 repositories · arXiv:2107.02371
• Deep Gaussian Process Emulation using Stochastic Imputation
  4 Jul 2021 · 1 repository · arXiv:2107.01590
• Impedance-based Capacity Estimation for Lithium-Ion Batteries Using Generative Adversarial Network
  2 Jul 2021 · 0 repositories · arXiv:2107.06177
• Learned Global Optimization for Inverse Scattering Problems -- Matching Global Search with Computational Efficiency
  1 Jul 2021 · 0 repositories · arXiv:2107.00332
• Relational VAE: A Continuous Latent Variable Model for Graph Structured Data
  30 Jun 2021 · 1 repository · arXiv:2106.16049
• Evolving-Graph Gaussian Processes
  29 Jun 2021 · 1 repository · arXiv:2106.15127
  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: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Gaussian Process Regression for Active Sensing Probabilistic Structural Health Monitoring: Experimental Assessment Across Multiple Damage and Loading Scenarios
  28 Jun 2021 · 0 repositories · arXiv:2106.14841
• Scalable Gaussian Processes for Data-Driven Design using Big Data with Categorical Factors
  26 Jun 2021 · 0 repositories · arXiv:2106.15356
• Bayesian Inference in High-Dimensional Time-Serieswith the Orthogonal Stochastic Linear Mixing Model
  25 Jun 2021 · 0 repositories · arXiv:2106.13379
• Bayesian Optimization with High-Dimensional Outputs
  24 Jun 2021 · 3 repositories · arXiv:2106.12997
  Syntology official (archive's flag): 4 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 1 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 18 harvested samples) · 1 pointer-only (licence)
• Using Machine Learning and Data Mining to Leverage Community Knowledge for the Engineering of Stable Metal-Organic Frameworks
  24 Jun 2021 · 0 repositories · arXiv:2106.13327