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Variational Inference

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TitleStatusHype
Tuning-Free Maximum Likelihood Training of Latent Variable Models via Coin Betting—0
Gaussian Process Conditional Density Estimation—0
Gaussian Mean Field Regularizes by Limiting Learned Information—0
A trust-region method for stochastic variational inference with applications to streaming data—0
Gaussian Density Parametrization Flow: Particle and Stochastic Approaches—0
Gauging Variational Inference—0
Gamma Processes, Stick-Breaking, and Variational Inference—0
Gamma-Poisson Dynamic Matrix Factorization Embedded with Metadata Influence—0
CoCo Games: Graphical Game-Theoretic Swarm Control for Communication-Aware Coverage—0
A Trust-Region Method for Graphical Stein Variational Inference—0
-VAEs : Optimising variational inference by learning data-dependent divergence skew—0
GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework—0
Further analysis of multilevel Stein variational gradient descent with an application to the Bayesian inference of glacier ice models—0
Co-clustering through Optimal Transport—0
Function-Space Variational Inference for Deep Bayesian Classification—0
Function-Space Regularization for Deep Bayesian Classification—0
Clustered factor analysis of multineuronal spike data—0
AtomAI: A Deep Learning Framework for Analysis of Image and Spectroscopy Data in (Scanning) Transmission Electron Microscopy and Beyond—0
Functional Variational Inference based on Stochastic Process Generators—0
Closed-form Inference and Prediction in Gaussian Process State-Space Models—0
Functional Stochastic Gradient MCMC for Bayesian Neural Networks—0
Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors—0
Atmospheric Turbulence Correction via Variational Deep Diffusion—0
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics—0
A deep generative model for single-cell RNA sequencing with application to detecting differentially expressed genes—0
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