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Variational Inference

Papers

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TitleStatusHype
Counterfactual Generative Modeling with Variational Causal InferenceCode1
Bayesian Model-Agnostic Meta-LearningCode1
Deep Active InferenceCode1
Deep Causal Reasoning for RecommendationsCode1
A Batch Normalized Inference Network Keeps the KL Vanishing AwayCode1
An information field theory approach to Bayesian state and parameter estimation in dynamical systemsCode1
Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for SamplingCode1
Deep Switching State Space Model (DS^3M) for Nonlinear Time Series Forecasting with Regime SwitchingCode1
Accurate Node Feature Estimation with Structured Variational Graph AutoencoderCode1
BasisVAE: Translation-invariant feature-level clustering with Variational AutoencodersCode1
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