Methods › General › Dimensionality Reduction › Variational Inference › Papers, page 3
Variational Inference
Papers archive 2025-07-28
archive papers tagged: 846 · with a code link: 337 · where Syntology ran a sample: 110 (88 with a run with no instrument failure, 22 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (110 of 846 tagged: 88 with a run with no instrument failure, 22 where every run was a failure of Syntology's instrument)
Page 3 of 9: papers 201 to 300 of 846, 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.
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Differentiable Annealed Importance Sampling Minimizes The Symmetrized Kullback-Leibler Divergence Between Initial and Target Distribution 23 May 2024 · 1 repository · arXiv:2405.14840Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Variational Delayed Policy Optimization 23 May 2024 · 1 repository · arXiv:2405.14226Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Zero-inflation in the Multivariate Poisson Lognormal Family 23 May 2024 · 1 repository · arXiv:2405.14711
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Diversity-Aware Sign Language Production through a Pose Encoding Variational Autoencoder 16 May 2024 · 0 repositories · arXiv:2405.10423
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Variance Control for Black Box Variational Inference Using The James-Stein Estimator 9 May 2024 · 0 repositories · arXiv:2405.05485
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ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems 8 May 2024 · 1 repository · arXiv:2405.05398
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Variational Schrödinger Diffusion Models 8 May 2024 · 0 repositories · arXiv:2405.04795
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Scalable Amortized GPLVMs for Single Cell Transcriptomics Data 6 May 2024 · 0 repositories · arXiv:2405.03879
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Few-sample Variational Inference of Bayesian Neural Networks with Arbitrary Nonlinearities 3 May 2024 · 0 repositories · arXiv:2405.02063
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Accelerating Convergence in Bayesian Few-Shot Classification 2 May 2024 · 1 repository · arXiv:2405.01507
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S²AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic 2 May 2024 · 1 repository · arXiv:2405.00987Syntology 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) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Implicit Generative Prior for Bayesian Neural Networks 27 Apr 2024 · 1 repository · arXiv:2404.18008
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Utilizing Graph Generation for Enhanced Domain Adaptive Object Detection 23 Apr 2024 · 0 repositories · arXiv:2406.06535
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Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference 17 Apr 2024 · 1 repository · arXiv:2404.11350
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Variational Bayesian Last Layers 17 Apr 2024 · 2 repositories · arXiv:2404.11599Syntology official (archive's flag): 5 ran · 11 ran (of which 1 constructed an object rather than computing a result; 6 with no instrument failure: 3 honoured, 1 violated, 2 with no contract checked; 5 where Syntology's instrument failed) · 12 unverified (of 23 harvested samples)
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Analytical Approximation of the ELBO Gradient in the Context of the Clutter Problem 16 Apr 2024 · 1 repository · arXiv:2404.10550
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Nonlinear sparse variational Bayesian learning based model predictive control with application to PEMFC temperature control 15 Apr 2024 · 0 repositories · arXiv:2404.09519
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Sampling for Model Predictive Trajectory Planning in Autonomous Driving using Normalizing Flows 15 Apr 2024 · 0 repositories · arXiv:2404.09657
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Extending Mean-Field Variational Inference via Entropic Regularization: Theory and Computation 14 Apr 2024 · 0 repositories · arXiv:2404.09113
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Convergence of coordinate ascent variational inference for log-concave measures via optimal transport 12 Apr 2024 · 0 repositories · arXiv:2404.08792
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TrajPRed: Trajectory Prediction with Region-based Relation Learning 10 Apr 2024 · 1 repository · arXiv:2404.06971
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Variational Stochastic Gradient Descent for Deep Neural Networks 9 Apr 2024 · 1 repository · arXiv:2404.06549
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VI-OOD: A Unified Representation Learning Framework for Textual Out-of-distribution Detection 9 Apr 2024 · 1 repository · arXiv:2404.06217
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Preventing Model Collapse in Gaussian Process Latent Variable Models 2 Apr 2024 · 1 repository · arXiv:2404.01697Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder 26 Mar 2024 · 1 repository · arXiv:2403.17502
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Federated Bayesian Deep Learning: The Application of Statistical Aggregation Methods to Bayesian Models 22 Mar 2024 · 0 repositories · arXiv:2403.15263
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Variational Inference for Uncertainty Quantification: an Analysis of Trade-offs 20 Mar 2024 · 1 repository · arXiv:2403.13748
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Neural Markov Random Field for Stereo Matching 17 Mar 2024 · 1 repository · arXiv:2403.11193Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples) · 1 pointer-only (licence)
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VISA: Variational Inference with Sequential Sample-Average Approximations 14 Mar 2024 · 0 repositories · arXiv:2403.09429
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Nonparametric Automatic Differentiation Variational Inference with Spline Approximation 10 Mar 2024 · 0 repositories · arXiv:2403.06302
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Variational Inference of Parameters in Opinion Dynamics Models 8 Mar 2024 · 0 repositories · arXiv:2403.05358
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eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling 3 Mar 2024 · 1 repository · arXiv:2403.01371Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 14 harvested samples) · 1 pointer-only (licence)
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Language-guided Skill Learning with Temporal Variational Inference 26 Feb 2024 · 0 repositories · arXiv:2402.16354
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Accelerating Convergence of Stein Variational Gradient Descent via Deep Unfolding 23 Feb 2024 · 1 repository · arXiv:2402.15125
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A Framework for Variational Inference of Lightweight Bayesian Neural Networks with Heteroscedastic Uncertainties 22 Feb 2024 · 0 repositories · arXiv:2402.14532
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Batch and match: black-box variational inference with a score-based divergence 22 Feb 2024 · 2 repositories · arXiv:2402.14758Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
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Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes 17 Feb 2024 · 0 repositories · arXiv:2402.11179
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Variational Entropy Search for Adjusting Expected Improvement 17 Feb 2024 · 0 repositories · arXiv:2402.11345
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BlackJAX: Composable Bayesian inference in JAX 16 Feb 2024 · 1 repository · arXiv:2402.10797Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Training Bayesian Neural Networks with Sparse Subspace Variational Inference 16 Feb 2024 · 1 repository · arXiv:2402.11025Syntology 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)
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Variational Continual Test-Time Adaptation 13 Feb 2024 · 0 repositories · arXiv:2402.08182
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Latent variable model for high-dimensional point process with structured missingness 8 Feb 2024 · 1 repository · arXiv:2402.05758Syntology official (archive's flag): 2 ran · 3 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; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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The VampPrior Mixture Model 6 Feb 2024 · 1 repository · arXiv:2402.04412
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Variational Flow Models: Flowing in Your Style 5 Feb 2024 · 1 repository · arXiv:2402.02977
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A Differentiable Partially Observable Generalized Linear Model with Forward-Backward Message Passing 2 Feb 2024 · 0 repositories · arXiv:2402.01263
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Bayesian Deep Learning for Remaining Useful Life Estimation via Stein Variational Gradient Descent 2 Feb 2024 · 1 repository · arXiv:2402.01098
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Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes 2 Feb 2024 · 1 repository · arXiv:2402.01476
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Activity Detection for Massive Connectivity in Cell-free Networks with Unknown Large-scale Fading, Channel Statistics, Noise Variance, and Activity Probability: A Bayesian Approach 30 Jan 2024 · 1 repository · arXiv:2401.16775
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Towards Improved Variational Inference for Deep Bayesian Models 23 Jan 2024 · 0 repositories · arXiv:2401.12418
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Efficient and Generalized end-to-end Autonomous Driving System with Latent Deep Reinforcement Learning and Demonstrations 22 Jan 2024 · 0 repositories · arXiv:2401.11792
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Provably Scalable Black-Box Variational Inference with Structured Variational Families 19 Jan 2024 · 0 repositories · arXiv:2401.10989
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Efficient Nonparametric Tensor Decomposition for Binary and Count Data 15 Jan 2024 · 1 repository · arXiv:2401.07711Syntology official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Scalable and Efficient Methods for Uncertainty Estimation and Reduction in Deep Learning 13 Jan 2024 · 0 repositories · arXiv:2401.07145
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DualVAE: Dual Disentangled Variational AutoEncoder for Recommendation 10 Jan 2024 · 1 repository · arXiv:2401.04914
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VI-PANN: Harnessing Transfer Learning and Uncertainty-Aware Variational Inference for Improved Generalization in Audio Pattern Recognition 10 Jan 2024 · 1 repository · arXiv:2401.05531
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Text-Video Retrieval via Variational Multi-Modal Hypergraph Networks 6 Jan 2024 · 0 repositories · arXiv:2401.03177
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Complementary Information Mutual Learning for Multimodality Medical Image Segmentation 5 Jan 2024 · 0 repositories · arXiv:2401.02717
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Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors 5 Jan 2024 · 1 repository · arXiv:2401.02739
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Unsupervised Outlier Detection using Random Subspace and Subsampling Ensembles of Dirichlet Process Mixtures 1 Jan 2024 · 1 repository · arXiv:2401.00773
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Continual Learning via Sequential Function-Space Variational Inference 28 Dec 2023 · 1 repository · arXiv:2312.17210Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 6 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples)
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Tractable Function-Space Variational Inference in Bayesian Neural Networks 28 Dec 2023 · 1 repository · arXiv:2312.17199Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching 27 Dec 2023 · 1 repository · arXiv:2312.16560Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework 27 Dec 2023 · 0 repositories · arXiv:2312.16429
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Structured Probabilistic Coding 21 Dec 2023 · 1 repository · arXiv:2312.13933
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Partially factorized variational inference for high-dimensional mixed models 20 Dec 2023 · 2 repositories · arXiv:2312.13148
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Robust Node Representation Learning via Graph Variational Diffusion Networks 18 Dec 2023 · 0 repositories · arXiv:2312.10903
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Bayesian Model Selection via Mean-Field Variational Approximation 17 Dec 2023 · 0 repositories · arXiv:2312.10607
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Joint State Estimation and Noise Identification Based on Variational Optimization 15 Dec 2023 · 0 repositories · arXiv:2312.09585
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The Gaussian-Linear Hidden Markov model: a Python package 12 Dec 2023 · 1 repository · arXiv:2312.07151
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WISE: full-Waveform variational Inference via Subsurface Extensions 11 Dec 2023 · 0 repositories · arXiv:2401.06230
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Ensemble Kalman Filtering Meets Gaussian Process SSM for Non-Mean-Field and Online Inference 10 Dec 2023 · 2 repositories · arXiv:2312.05910
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Sparse Variational Student-t Processes 9 Dec 2023 · 0 repositories · arXiv:2312.05568
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Distributed Bayesian Estimation in Sensor Networks: Consensus on Marginal Densities 2 Dec 2023 · 0 repositories · arXiv:2312.01227
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Adaptive Robust Learning using Latent Bernoulli Variables 1 Dec 2023 · 1 repository · arXiv:2312.00585Syntology 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)
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Identifiable Feature Learning for Spatial Data with Nonlinear ICA 28 Nov 2023 · 0 repositories · arXiv:2311.16849
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Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation 26 Nov 2023 · 1 repository · arXiv:2311.15211
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Favour: FAst Variance Operator for Uncertainty Rating 21 Nov 2023 · 0 repositories · arXiv:2311.13036
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Bayesian Neural Networks: A Min-Max Game Framework 18 Nov 2023 · 0 repositories · arXiv:2311.11126
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Informative Priors Improve the Reliability of Multimodal Clinical Data Classification 17 Nov 2023 · 0 repositories · arXiv:2312.00794
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A Knowledge Distillation Approach for Sepsis Outcome Prediction from Multivariate Clinical Time Series 16 Nov 2023 · 0 repositories · arXiv:2311.09566
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Mean-field variational inference with the TAP free energy: Geometric and statistical properties in linear models 14 Nov 2023 · 0 repositories · arXiv:2311.08442
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A Gaussian Process Based Method with Deep Kernel Learning for Pricing High-dimensional American Options 13 Nov 2023 · 0 repositories · arXiv:2311.07211
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PGODE: Towards High-quality System Dynamics Modeling 11 Nov 2023 · 0 repositories · arXiv:2311.06554
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Low-Multi-Rank High-Order Bayesian Robust Tensor Factorization 10 Nov 2023 · 0 repositories · arXiv:2311.05888
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Estimating treatment effects from single-arm trials via latent-variable modeling 6 Nov 2023 · 1 repository · arXiv:2311.03002
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Neural Structure Learning with Stochastic Differential Equations 6 Nov 2023 · 0 repositories · arXiv:2311.03309Syntology 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) · 3 unverified (of 4 harvested samples)
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Forward χ² Divergence Based Variational Importance Sampling 4 Nov 2023 · 0 repositories · arXiv:2311.02516
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Uncertainty Quantification in Multivariable Regression for Material Property Prediction with Bayesian Neural Networks 4 Nov 2023 · 1 repository · arXiv:2311.02495
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Disentangled Representation Learning with Transmitted Information Bottleneck 3 Nov 2023 · 0 repositories · arXiv:2311.01686
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VIGraph: Generative Self-supervised Learning for Class-Imbalanced Node Classification 2 Nov 2023 · 0 repositories · arXiv:2311.01191
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Boosting Summarization with Normalizing Flows and Aggressive Training 1 Nov 2023 · 1 repository · arXiv:2311.00588
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Diffusion models for probabilistic programming 1 Nov 2023 · 1 repository · arXiv:2311.00474
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Rethinking Variational Inference for Probabilistic Programs with Stochastic Support 1 Nov 2023 · 1 repository · arXiv:2311.00594Syntology official (archive's flag): 11 ran · 11 ran (of which 9 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 17 harvested samples) · 17 pointer-only (licence)
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Bridging the Gap Between Variational Inference and Wasserstein Gradient Flows 31 Oct 2023 · 1 repository · arXiv:2310.20090
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Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images 30 Oct 2023 · 0 repositories · arXiv:2310.19359
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DySurv: dynamic deep learning model for survival analysis with conditional variational inference 28 Oct 2023 · 0 repositories · arXiv:2310.18681
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Deep Transformed Gaussian Processes 27 Oct 2023 · 0 repositories · arXiv:2310.18230
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Hierarchical Semi-Implicit Variational Inference with Application to Diffusion Model Acceleration 26 Oct 2023 · 1 repository · arXiv:2310.17153Syntology 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)
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The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability 26 Oct 2023 · 0 repositories · arXiv:2310.17467
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Bayesian Domain Invariant Learning via Posterior Generalization of Parameter Distributions 25 Oct 2023 · 0 repositories · arXiv:2310.16277