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Variational Inference

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TitleStatusHype
A Practical & Unified Notation for Information-Theoretic Quantities in ML—0
Nested Variational Inference—0
Local convexity of the TAP free energy and AMP convergence for Z2-synchronization—0
Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise—0
Dynamical Deep Generative Latent Modeling of 3D Skeletal Motion—0
Wide Mean-Field Variational Bayesian Neural Networks Ignore the Data—0
Posterior Temperature Optimization in Variational Inference for Inverse Problems—0
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
Learning Nonparametric Volterra Kernels with Gaussian ProcessesCode0
Nonlinear Hawkes Processes in Time-Varying System—0
Mixture weights optimisation for Alpha-Divergence Variational Inference—0
Loss function based second-order Jensen inequality and its application to particle variational inference—0
Probabilistic task modelling for meta-learningCode0
Stein ICP for Uncertainty Estimation in Point Cloud MatchingCode0
Variational Leakage: The Role of Information Complexity in Privacy LeakageCode0
Meta-Learning with Variational Semantic Memory for Word Sense DisambiguationCode0
A Deep Variational Bayesian Framework for Blind Image Deblurring—0
Energy-Based Learning for Cooperative Games, with Applications to Valuation Problems in Machine Learning—0
Challenges for BBVI with Normalizing Flows—0
-VAEs : Optimising variational inference by learning data-dependent divergence skew—0
Transformation Models for Flexible Posteriors in Variational BayesCode0
Stochastic Collapsed Variational Inference for Structured Gaussian Process Regression Network—0
Consistency Regularization for Variational Auto-EncodersCode0
Scalable Marked Point Processes for Exchangeable and Non-Exchangeable Event SequencesCode0
Classification and Uncertainty Quantification of Corrupted Data using Semi-Supervised Autoencoders—0
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