Methods › General › Dimensionality Reduction › Variational Inference › Papers, page 2
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 2 of 9: papers 101 to 200 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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Variational Inference on the Boolean Hypercube with the Quantum Entropy 6 Nov 2024 · 1 repository · arXiv:2411.03759
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Recursive Learning of Asymptotic Variational Objectives 4 Nov 2024 · 0 repositories · arXiv:2411.02217
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EigenVI: score-based variational inference with orthogonal function expansions 31 Oct 2024 · 0 repositories · arXiv:2410.24054
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Functional Gradient Flows for Constrained Sampling 30 Oct 2024 · 1 repository · arXiv:2410.23170Syntology official (archive's flag): 7 ran · 10 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 6 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 9 pointer-only (licence)
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Batch, match, and patch: low-rank approximations for score-based variational inference 29 Oct 2024 · 1 repository · arXiv:2410.22292
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SimSiam Naming Game: A Unified Approach for Representation Learning and Emergent Communication 29 Oct 2024 · 0 repositories · arXiv:2410.21803
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Variational inference for pile-up removal at hadron colliders with diffusion models 29 Oct 2024 · 0 repositories · arXiv:2410.22074
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Likelihood approximations via Gaussian approximate inference 28 Oct 2024 · 0 repositories · arXiv:2410.20754
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Brain-like variational inference 25 Oct 2024 · 0 repositories · arXiv:2410.19315Syntology 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) · 5 unverified (of 6 harvested samples)
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Noise-Aware Differentially Private Variational Inference 25 Oct 2024 · 0 repositories · arXiv:2410.19371
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Evolving Voices Based on Temporal Poisson Factorisation 24 Oct 2024 · 0 repositories · arXiv:2410.18486
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Semi-Implicit Functional Gradient Flow for Efficient Sampling 23 Oct 2024 · 0 repositories · arXiv:2410.17935
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A Trust-Region Method for Graphical Stein Variational Inference 21 Oct 2024 · 0 repositories · arXiv:2410.16195
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Incorporating Group Prior into Variational Inference for Tail-User Behavior Modeling in CTR Prediction 19 Oct 2024 · 0 repositories · arXiv:2410.15098
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Predictive variational inference: Learn the predictively optimal posterior distribution 18 Oct 2024 · 0 repositories · arXiv:2410.14843
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A theoretical perspective on mode collapse in variational inference 17 Oct 2024 · 0 repositories · arXiv:2410.13300
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Annealed Stein Variational Gradient Descent for Improved Uncertainty Estimation in Full-Waveform Inversion 17 Oct 2024 · 1 repository · arXiv:2410.13249
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Preference Diffusion for Recommendation 17 Oct 2024 · 1 repository · arXiv:2410.13117Syntology official (archive's flag): 11 ran · 15 ran (of which 5 constructed an object rather than computing a result; 11 with no instrument failure: 4 honoured, 0 violated, 7 with no contract checked; 4 where Syntology's instrument failed) · 4 unverified (of 19 harvested samples) · 19 pointer-only (licence)
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Counterfactual Generative Modeling with Variational Causal Inference 16 Oct 2024 · 1 repository · arXiv:2410.12730Syntology official (archive's flag): 11 ran · 11 ran (of which 3 constructed an object rather than computing a result; 8 with no instrument failure: 5 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples)
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Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound 15 Oct 2024 · 0 repositories · arXiv:2410.12035
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Optimal lower bounds for logistic log-likelihoods 14 Oct 2024 · 0 repositories · arXiv:2410.10309
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Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation Matrix 14 Oct 2024 · 1 repository · arXiv:2410.11067
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On Divergence Measures for Training GFlowNets 12 Oct 2024 · 0 repositories · arXiv:2410.09355
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Efficient Reinforcement Learning with Large Language Model Priors 10 Oct 2024 · 0 repositories · arXiv:2410.07927
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Protect Before Generate: Error Correcting Codes within Discrete Deep Generative Models 10 Oct 2024 · 0 repositories · arXiv:2410.07840
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Bayesian Estimation and Tuning-Free Rank Detection for Probability Mass Function Tensors 8 Oct 2024 · 0 repositories · arXiv:2410.06329
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Score-Based Variational Inference for Inverse Problems 8 Oct 2024 · 0 repositories · arXiv:2410.05646
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Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach 4 Oct 2024 · 1 repository · arXiv:2410.03085
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Variational Bayes Gaussian Splatting 4 Oct 2024 · 1 repository · arXiv:2410.03592
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Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold 3 Oct 2024 · 0 repositories · arXiv:2410.02490
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Deep Generative Modeling for Identification of Noisy, Non-Stationary Dynamical Systems 2 Oct 2024 · 1 repository · arXiv:2410.02079
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Bayes-CATSI: A variational Bayesian deep learning framework for medical time series data imputation 1 Oct 2024 · 1 repository · arXiv:2410.01847
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Variational Source-Channel Coding for Semantic Communication 26 Sep 2024 · 0 repositories · arXiv:2410.08222
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Functional Stochastic Gradient MCMC for Bayesian Neural Networks 25 Sep 2024 · 0 repositories · arXiv:2409.16632
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Amortized Variational Inference for Deep Gaussian Processes 18 Sep 2024 · 0 repositories · arXiv:2409.12301
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Latent mixed-effect models for high-dimensional longitudinal data 17 Sep 2024 · 0 repositories · arXiv:2409.11008
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Portfolio Stress Testing and Value at Risk (VaR) Incorporating Current Market Conditions 12 Sep 2024 · 0 repositories · arXiv:2409.18970
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Variational Search Distributions 10 Sep 2024 · 1 repository · arXiv:2409.06142Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Half-VAE: An Encoder-Free VAE to Bypass Explicit Inverse Mapping 6 Sep 2024 · 0 repositories · arXiv:2409.04140
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Sample what you cant compress 4 Sep 2024 · 0 repositories · arXiv:2409.02529
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Gradient-free variational learning with conditional mixture networks 29 Aug 2024 · 1 repository · arXiv:2408.16429Syntology 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) · 3 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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A Joint Learning Model with Variational Interaction for Multilingual Program Translation 25 Aug 2024 · 1 repository · arXiv:2408.14515
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Decentralised Variational Inference Frameworks for Multi-object Tracking on Sensor Networks: Additional Notes 24 Aug 2024 · 0 repositories · arXiv:2408.13689
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Attention Is Not What You Need: Revisiting Multi-Instance Learning for Whole Slide Image Classification 18 Aug 2024 · 0 repositories · arXiv:2408.09449
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Uncertainty Quantification in Alzheimer's Disease Progression Modeling 13 Aug 2024 · 0 repositories · arXiv:2408.14478
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Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm 11 Aug 2024 · 2 repositories · arXiv:2408.05834Syntology 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) · 0 unverified (of 5 harvested samples)
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Variational Inference Failures Under Model Symmetries: Permutation Invariant Posteriors for Bayesian Neural Networks 10 Aug 2024 · 0 repositories · arXiv:2408.05496
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A Non-negative VAE:the Generalized Gamma Belief Network 6 Aug 2024 · 0 repositories · arXiv:2408.03388
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Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation 1 Aug 2024 · 1 repository · arXiv:2408.00490
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Alpha-VI DeepONet: A prior-robust variational Bayesian approach for enhancing DeepONets with uncertainty quantification 1 Aug 2024 · 0 repositories · arXiv:2408.00681
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Weak neural variational inference for solving Bayesian inverse problems without forward models: applications in elastography 30 Jul 2024 · 1 repository · arXiv:2407.20697
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Regularized Multi-Decoder Ensemble for an Error-Aware Scene Representation Network 26 Jul 2024 · 0 repositories · arXiv:2407.19082
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Amortized Posterior Sampling with Diffusion Prior Distillation 25 Jul 2024 · 0 repositories · arXiv:2407.17907
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Gradient-based inference of abstract task representations for generalization in neural networks 24 Jul 2024 · 0 repositories · arXiv:2407.17356
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Sparse Inducing Points in Deep Gaussian Processes: Enhancing Modeling with Denoising Diffusion Variational Inference 24 Jul 2024 · 1 repository · arXiv:2407.17033
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Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems 23 Jul 2024 · 2 repositories · arXiv:2407.16125Syntology official (archive's flag): 17 ran · 22 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 2 honoured, 0 violated, 12 with no contract checked; 8 where Syntology's instrument failed) · 5 unverified (of 27 harvested samples) · 17 pointer-only (licence)
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Revisiting Score Function Estimators for k-Subset Sampling 22 Jul 2024 · 0 repositories · arXiv:2407.16058
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SoftCVI: Contrastive variational inference with self-generated soft labels 22 Jul 2024 · 3 repositories · arXiv:2407.15687Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Hyperspectral Unmixing Under Endmember Variability: A Variational Inference Framework 20 Jul 2024 · 0 repositories · arXiv:2407.14899
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Improving Graph Out-of-distribution Generalization on Real-world Data 14 Jul 2024 · 0 repositories · arXiv:2407.10204
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Variational Inference via Smoothed Particle Hydrodynamics 12 Jul 2024 · 0 repositories · arXiv:2407.09186
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Autoregressive Speech Synthesis without Vector Quantization 11 Jul 2024 · 0 repositories · arXiv:2407.08551
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Variational Best-of-N Alignment 8 Jul 2024 · 0 repositories · arXiv:2407.06057
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Idiographic Personality Gaussian Process for Psychological Assessment 6 Jul 2024 · 0 repositories · arXiv:2407.04970
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Scalable Variational Causal Discovery Unconstrained by Acyclicity 6 Jul 2024 · 1 repository · arXiv:2407.04992
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Randomized Physics-Informed Neural Networks for Bayesian Data Assimilation 5 Jul 2024 · 1 repository · arXiv:2407.04617
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Variational Partial Group Convolutions for Input-Aware Partial Equivariance of Rotations and Color-Shifts 5 Jul 2024 · 1 repository · arXiv:2407.04271Syntology 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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Scalable Multi-Output Gaussian Processes with Stochastic Variational Inference 2 Jul 2024 · 0 repositories · arXiv:2407.02476
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Adaptive RKHS Fourier Features for Compositional Gaussian Process Models 1 Jul 2024 · 1 repository · arXiv:2407.01856
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Particle Semi-Implicit Variational Inference 30 Jun 2024 · 2 repositories · arXiv:2407.00649Syntology official (archive's flag): 4 ran · 4 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; 1 where Syntology's instrument failed) · 7 unverified (of 11 harvested samples) · 3 pointer-only (licence)
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Torchtree: flexible phylogenetic model development and inference using PyTorch 26 Jun 2024 · 2 repositories · arXiv:2406.18044
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Empirical Bayes for Dynamic Bayesian Networks Using Generalized Variational Inference 25 Jun 2024 · 0 repositories · arXiv:2406.17831
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Tree-based variational inference for Poisson log-normal models 25 Jun 2024 · 1 repository · arXiv:2406.17361
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What type of inference is planning? 25 Jun 2024 · 1 repository · arXiv:2406.17863
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CausalMMM: Learning Causal Structure for Marketing Mix Modeling 24 Jun 2024 · 0 repositories · arXiv:2406.16728
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VICatMix: variational Bayesian clustering and variable selection for discrete biomedical data 23 Jun 2024 · 1 repository · arXiv:2406.16227
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Probabilistic Programming with Programmable Variational Inference 22 Jun 2024 · 0 repositories · arXiv:2406.15742
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Video Generation with Learned Action Prior 20 Jun 2024 · 0 repositories · arXiv:2406.14436
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Period Singer: Integrating Periodic and Aperiodic Variational Autoencoders for Natural-Sounding End-to-End Singing Voice Synthesis 14 Jun 2024 · 0 repositories · arXiv:2406.09894
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Assessment of Uncertainty Quantification in Universal Differential Equations 13 Jun 2024 · 0 repositories · arXiv:2406.08853
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Injective flows for star-like manifolds 13 Jun 2024 · 0 repositories · arXiv:2406.09116
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Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling 11 Jun 2024 · 1 repository · arXiv:2406.07423Syntology official (archive's flag): 9 ran · 9 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; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
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Convergence rate of random scan Coordinate Ascent Variational Inference under log-concavity 11 Jun 2024 · 0 repositories · arXiv:2406.07292
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Efficient Mixture Learning in Black-Box Variational Inference 11 Jun 2024 · 1 repository · arXiv:2406.07083Syntology official (archive's flag): 11 ran · 11 ran (of which 8 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples) · 12 pointer-only (licence)
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Central Limit Theorem for Bayesian Neural Network trained with Variational Inference 10 Jun 2024 · 0 repositories · arXiv:2406.09048
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Stochastic full waveform inversion with deep generative prior for uncertainty quantification 7 Jun 2024 · 0 repositories · arXiv:2406.04859
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Concurrent Training and Layer Pruning of Deep Neural Networks 6 Jun 2024 · 0 repositories · arXiv:2406.04549
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Regularized KL-Divergence for Well-Defined Function-Space Variational Inference in Bayesian neural networks 6 Jun 2024 · 0 repositories · arXiv:2406.04317
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Theoretical Guarantees for Variational Inference with Fixed-Variance Mixture of Gaussians 6 Jun 2024 · 0 repositories · arXiv:2406.04012
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Variational Pseudo Marginal Methods for Jet Reconstruction in Particle Physics 5 Jun 2024 · 0 repositories · arXiv:2406.03242
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You Only Accept Samples Once: Fast, Self-Correcting Stochastic Variational Inference 5 Jun 2024 · 0 repositories · arXiv:2406.02838
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Understanding Stochastic Natural Gradient Variational Inference 4 Jun 2024 · 0 repositories · arXiv:2406.01870
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VENI, VINDy, VICI: a variational reduced-order modeling framework with uncertainty quantification 31 May 2024 · 1 repository · arXiv:2405.20905
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Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks 30 May 2024 · 0 repositories · arXiv:2405.19931
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Kernel Semi-Implicit Variational Inference 29 May 2024 · 2 repositories · arXiv:2405.18997Syntology community repositories only · 14 ran (of which 8 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 5 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples) · 16 pointer-only (licence)
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Rényi Neural Processes 25 May 2024 · 0 repositories · arXiv:2405.15991
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A Preference-oriented Diversity Model Based on Mutual-information in Re-ranking for E-commerce Search 24 May 2024 · 0 repositories · arXiv:2405.15521
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On the Identification of Temporally Causal Representation with Instantaneous Dependence 24 May 2024 · 0 repositories · arXiv:2405.15325
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ProDAG: Projected Variational Inference for Directed Acyclic Graphs 24 May 2024 · 1 repository · arXiv:2405.15167
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Bayesian Adaptive Calibration and Optimal Design 23 May 2024 · 1 repository · arXiv:2405.14440Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples)