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Variational Inference

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TitleStatusHype
Einstein VI: General and Integrated Stein Variational Inference in NumPyro—0
EinSteinVI: General and Integrated Stein Variational Inference—0
Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework—0
Embarrassingly Parallel Variational Inference in Nonconjugate Models—0
Federated Variational Inference for Bayesian Mixture Models—0
Few-sample Variational Inference of Bayesian Neural Networks with Arbitrary Nonlinearities—0
FlowVAT: Normalizing Flow Variational Inference with Affine-Invariant Tempering—0
Bayesian Models of Data Streams with Hierarchical Power Priors—0
Discovering Latent Structural Causal Models from Spatio-Temporal Data—0
Endowing Robots with Longer-term Autonomy by Recovering from External Disturbances in Manipulation through Grounded Anomaly Classification and Recovery Policies—0
Bayesian Model Selection via Mean-Field Variational Approximation—0
End-to-End Text-to-Speech Based on Latent Representation of Speaking Styles Using Spontaneous Dialogue—0
Nonlinear Evolution via Spatially-Dependent Linear Dynamics for Electrophysiology and Calcium Data—0
f-Divergence Thermodynamic Variational Objective: a Deformed Geometry Perspective—0
Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How—0
A First-Order Method for Estimating Natural Gradients for Variational Inference with Gaussians and Gaussian Mixture Models—0
Geometric Dirichlet Means algorithm for topic inference—0
Dirichlet process mixture models for non-stationary data streams—0
Bayesian model and dimension reduction for uncertainty propagation: applications in random media—0
A Novel Method for Epileptic Seizure Detection Using Coupled Hidden Markov Models—0
Black-Box Autoregressive Density Estimation for State-Space Models—0
A Probabilistic Generative Model of Free Categories—0
Favour: FAst Variance Operator for Uncertainty Rating—0
Ergodic Measure Preserving Flows—0
f-Divergence Variational Inference—0
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