Methods › General › Dimensionality Reduction › Variational Inference › Papers, page 6
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 6 of 9: papers 501 to 600 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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Neural Extended Kalman Filters for Learning and Predicting Dynamics of Structural Systems 9 Oct 2022 · 1 repository · arXiv:2210.04165Syntology 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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Latent Neural ODEs with Sparse Bayesian Multiple Shooting 7 Oct 2022 · 1 repository · arXiv:2210.03466Syntology 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) · 0 unverified (of 3 harvested samples)
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Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-Learning 6 Oct 2022 · 1 repository · arXiv:2210.02967
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Leveraging Instance Features for Label Aggregation in Programmatic Weak Supervision 6 Oct 2022 · 2 repositories · arXiv:2210.02724Syntology 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)
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Scaling up Stochastic Gradient Descent for Non-convex Optimisation 6 Oct 2022 · 0 repositories · arXiv:2210.02882
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Bayesian Prompt Learning for Image-Language Model Generalization 5 Oct 2022 · 1 repository · arXiv:2210.02390Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 3 pointer-only (licence)
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Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength 3 Oct 2022 · 0 repositories · arXiv:2210.00674
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GFlowNets and variational inference 2 Oct 2022 · 1 repository · arXiv:2210.00580Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Uncertainty estimations methods for a deep learning model to aid in clinical decision-making -- a clinician's perspective 2 Oct 2022 · 0 repositories · arXiv:2210.00589
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Learnable Distribution Calibration for Few-Shot Class-Incremental Learning 1 Oct 2022 · 0 repositories · arXiv:2210.00232
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Factorized Fusion Shrinkage for Dynamic Relational Data 30 Sep 2022 · 1 repository · arXiv:2210.00091
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Cooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational Autoencoders 30 Sep 2022 · 1 repository · arXiv:2209.15514
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Correcting the Sub-optimal Bit Allocation 29 Sep 2022 · 0 repositories · arXiv:2209.14575
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Structured Optimal Variational Inference for Dynamic Latent Space Models 29 Sep 2022 · 0 repositories · arXiv:2209.15117
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Jensen-Shannon Divergence Based Novel Loss Functions for Bayesian Neural Networks 23 Sep 2022 · 1 repository · arXiv:2209.11366
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A Unified Perspective on Natural Gradient Variational Inference with Gaussian Mixture Models 23 Sep 2022 · 1 repository · arXiv:2209.11533Syntology 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) · 1 unverified (of 7 harvested samples)
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Differentially private partitioned variational inference 23 Sep 2022 · 1 repository · arXiv:2209.11595Syntology 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)
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Amortized Variational Inference: A Systematic Review 22 Sep 2022 · 0 repositories · arXiv:2209.10888
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Variational Inference for Infinitely Deep Neural Networks 21 Sep 2022 · 1 repository · arXiv:2209.10091Syntology official (archive's flag): 5 ran · 5 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; 2 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Bit Allocation using Optimization 20 Sep 2022 · 1 repository · arXiv:2209.09422Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Fair Inference for Discrete Latent Variable Models 15 Sep 2022 · 0 repositories · arXiv:2209.07044
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Structured Recognition for Generative Models with Explaining Away 12 Sep 2022 · 1 repository · arXiv:2209.05212
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β-CapsNet: Learning Disentangled Representation for CapsNet by Information Bottleneck 12 Sep 2022 · 0 repositories · arXiv:2209.05239
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CARE: Certifiably Robust Learning with Reasoning via Variational Inference 12 Sep 2022 · 1 repository · arXiv:2209.05055Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Revisiting Active Sets for Gaussian Process Decoders 10 Sep 2022 · 1 repository · arXiv:2209.04636Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples)
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Bayesian Neural Network Inference via Implicit Models and the Posterior Predictive Distribution 6 Sep 2022 · 0 repositories · arXiv:2209.02188
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ProBoost: a Boosting Method for Probabilistic Classifiers 4 Sep 2022 · 0 repositories · arXiv:2209.01611
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Learning Multiscale Non-stationary Causal Structures 31 Aug 2022 · 0 repositories · arXiv:2208.14989
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Transductive Decoupled Variational Inference for Few-Shot Classification 22 Aug 2022 · 1 repository · arXiv:2208.10559Syntology official (archive's flag): 8 ran · 8 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; 2 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
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Uncertainty Quantification for Traffic Forecasting: A Unified Approach 11 Aug 2022 · 0 repositories · arXiv:2208.05875
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Fully probabilistic deep models for forward and inverse problems in parametric PDEs 9 Aug 2022 · 0 repositories · arXiv:2208.04856
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Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation 8 Aug 2022 · 1 repository · arXiv:2208.04435
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Unitary Approximate Message Passing for Matrix Factorization 31 Jul 2022 · 0 repositories · arXiv:2208.00422
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One Simple Trick to Fix Your Bayesian Neural Network 26 Jul 2022 · 0 repositories · arXiv:2207.13167
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Sliced Wasserstein Variational Inference 26 Jul 2022 · 0 repositories · arXiv:2207.13177
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Learning Generalizable Latent Representations for Novel Degradations in Super Resolution 25 Jul 2022 · 0 repositories · arXiv:2207.12941
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Reliable amortized variational inference with physics-based latent distribution correction 24 Jul 2022 · 2 repositories · arXiv:2207.11640
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Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection 22 Jul 2022 · 0 repositories · arXiv:2207.11208
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On the Robustness of Bayesian Neural Networks to Adversarial Attacks 13 Jul 2022 · 2 repositories · arXiv:2207.06154
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The Free Energy Principle for Perception and Action: A Deep Learning Perspective 13 Jul 2022 · 0 repositories · arXiv:2207.06415
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Scalable Bayesian Inference for Detection and Deblending in Astronomical Images 12 Jul 2022 · 1 repository · arXiv:2207.05642
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Variational Inference of overparameterized Bayesian Neural Networks: a theoretical and empirical study 8 Jul 2022 · 1 repository · arXiv:2207.03859
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Challenges and Pitfalls of Bayesian Unlearning 7 Jul 2022 · 0 repositories · arXiv:2207.03227
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Harnessing Out-Of-Distribution Examples via Augmenting Content and Style 7 Jul 2022 · 1 repository · arXiv:2207.03162
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Variational Deep Image Restoration 3 Jul 2022 · 1 repository · arXiv:2207.01074
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Variational Inference for Additive Main and Multiplicative Interaction Effects Models 29 Jun 2022 · 0 repositories · arXiv:2207.00011
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Reconstructing the Universe with Variational self-Boosted Sampling 28 Jun 2022 · 0 repositories · arXiv:2206.15433
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Sum-of-Squares Relaxations for Information Theory and Variational Inference 27 Jun 2022 · 0 repositories · arXiv:2206.13285
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End-to-End Text-to-Speech Based on Latent Representation of Speaking Styles Using Spontaneous Dialogue 24 Jun 2022 · 0 repositories · arXiv:2206.12040
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Cold Posteriors through PAC-Bayes 22 Jun 2022 · 0 repositories · arXiv:2206.11173
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Doubly Reparameterized Importance Weighted Structure Learning for Scene Graph Generation 22 Jun 2022 · 0 repositories · arXiv:2206.11352
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Variational Causal Dynamics: Discovering Modular World Models from Interventions 22 Jun 2022 · 0 repositories · arXiv:2206.11131
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Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral Analysis 17 Jun 2022 · 0 repositories · arXiv:2206.09046
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Scaling multi-species occupancy models to large citizen science datasets 17 Jun 2022 · 0 repositories · arXiv:2206.08894
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Spherical Sliced-Wasserstein 17 Jun 2022 · 1 repository · arXiv:2206.08780Syntology 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, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Personalized Federated Learning via Variational Bayesian Inference 16 Jun 2022 · 1 repository · arXiv:2206.07977Syntology 1 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; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples)
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Deep Variational Implicit Processes 14 Jun 2022 · 1 repository · arXiv:2206.06720Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Variational Bayes Deep Operator Network: A data-driven Bayesian solver for parametric differential equations 12 Jun 2022 · 0 repositories · arXiv:2206.05655
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PAVI: Plate-Amortized Variational Inference 10 Jun 2022 · 0 repositories · arXiv:2206.05111
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Scalable Deep Gaussian Markov Random Fields for General Graphs 10 Jun 2022 · 1 repository · arXiv:2206.05032Syntology official: harvested, nothing ran · 0 ran · 4 unverified (of 4 harvested samples)
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Embrace the Gap: VAEs Perform Independent Mechanism Analysis 6 Jun 2022 · 1 repository · arXiv:2206.02416Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 15 harvested samples)
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AUTM Flow: Atomic Unrestricted Time Machine for Monotonic Normalizing Flows 5 Jun 2022 · 0 repositories · arXiv:2206.02102
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BaCaDI: Bayesian Causal Discovery with Unknown Interventions 3 Jun 2022 · 1 repository · arXiv:2206.01665Syntology 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) · 0 unverified (of 1 harvested sample)
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Towards Improving the Generation Quality of Autoregressive Slot VAEs 3 Jun 2022 · 1 repository · arXiv:2206.01370Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
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Excess risk analysis for epistemic uncertainty with application to variational inference 2 Jun 2022 · 0 repositories · arXiv:2206.01606
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Easy Variational Inference for Categorical Models via an Independent Binary Approximation 31 May 2022 · 1 repository · arXiv:2206.00093Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 12 harvested samples)
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Variational inference via Wasserstein gradient flows 31 May 2022 · 1 repository · arXiv:2205.15902
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Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification 30 May 2022 · 0 repositories · arXiv:2205.15008
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Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling 28 May 2022 · 0 repositories · arXiv:2205.14283
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Amortized Inference for Causal Structure Learning 25 May 2022 · 1 repository · arXiv:2205.12934Syntology official (archive's flag): 10 ran · 10 ran (of which 1 constructed an object rather than computing a result; 4 with no instrument failure: 3 honoured, 0 violated, 1 with no contract checked; 6 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples)
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Flow-based Recurrent Belief State Learning for POMDPs 23 May 2022 · 0 repositories · arXiv:2205.11051
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Quasi Black-Box Variational Inference with Natural Gradients for Bayesian Learning 23 May 2022 · 0 repositories · arXiv:2205.11568
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Single-cell gene regulatory network analysis for mixed cell populations with applications to COVID-19 single cell data 23 May 2022 · 1 repository · arXiv:2205.11274
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Foundation Posteriors for Approximate Probabilistic Inference 19 May 2022 · 0 repositories · arXiv:2205.09735
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Variational Inference for Bayesian Bridge Regression 19 May 2022 · 0 repositories · arXiv:2205.09515
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Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems 18 May 2022 · 0 repositories · arXiv:2205.08803
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Fat-Tailed Variational Inference with Anisotropic Tail Adaptive Flows 16 May 2022 · 0 repositories · arXiv:2205.07918
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Taming Continuous Posteriors for Latent Variational Dialogue Policies 16 May 2022 · 0 repositories · arXiv:2205.07633
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Importance Weighted Structure Learning for Scene Graph Generation 14 May 2022 · 0 repositories · arXiv:2205.07017
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Exploiting Variational Domain-Invariant User Embedding for Partially Overlapped Cross Domain Recommendation 13 May 2022 · 0 repositories · arXiv:2205.06440
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Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning 12 May 2022 · 1 repository · arXiv:2205.06342
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Scalable Stochastic Parametric Verification with Stochastic Variational Smoothed Model Checking 11 May 2022 · 0 repositories · arXiv:2205.05398
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Reducing Catastrophic Forgetting in Neural Networks via Gaussian Mixture Approximation 10 May 2022 · 0 repositories
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Robust Learning of Parsimonious Deep Neural Networks 10 May 2022 · 0 repositories · arXiv:2205.04650
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Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection 10 May 2022 · 0 repositories · arXiv:2205.04667
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A Probabilistic Generative Model of Free Categories 9 May 2022 · 0 repositories · arXiv:2205.04545
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Optimal Lighting Control in Greenhouses Using Bayesian Neural Networks for Sunlight Prediction 7 May 2022 · 0 repositories · arXiv:2205.03733
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Variational Sparse Coding with Learned Thresholding 7 May 2022 · 2 repositories · arXiv:2205.03665Syntology official (archive's flag): 3 ran · 6 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; 4 where Syntology's instrument failed) · 10 unverified (of 16 harvested samples) · 16 pointer-only (licence)
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Cluster-based Regression using Variational Inference and Applications in Financial Forecasting 2 May 2022 · 0 repositories · arXiv:2205.00605
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Streaming Inference for Infinite Non-Stationary Clustering 2 May 2022 · 0 repositories · arXiv:2205.01212
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VICE: Variational Interpretable Concept Embeddings 2 May 2022 · 2 repositories · arXiv:2205.00756Syntology official (archive's flag): 2 ran · 7 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; 2 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Variational Kalman Filtering with Hinf-Based Correction for Robust Bayesian Learning in High Dimensions 27 Apr 2022 · 0 repositories · arXiv:2204.13089
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Blind Equalization and Channel Estimation in Coherent Optical Communications Using Variational Autoencoders 25 Apr 2022 · 1 repository · arXiv:2204.11776
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Conditional Injective Flows for Bayesian Imaging 15 Apr 2022 · 1 repository · arXiv:2204.07664
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A Personalized Dialogue Generator with Implicit User Persona Detection 15 Apr 2022 · 0 repositories · arXiv:2204.07372
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Gaussian Processes for Missing Value Imputation 10 Apr 2022 · 1 repository · arXiv:2204.04648
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Discretely Indexed Flows 4 Apr 2022 · 1 repository · arXiv:2204.01361
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Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors 4 Apr 2022 · 1 repository · arXiv:2204.01227Syntology 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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Quantum-Aided Meta-Learning for Bayesian Binary Neural Networks via Born Machines 31 Mar 2022 · 0 repositories · arXiv:2203.17089
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A Sparsity-promoting Dictionary Model for Variational Autoencoders 29 Mar 2022 · 0 repositories · arXiv:2203.15758