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particle-based inference

9 papers

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Co-occurring keywords

variational inference (2069) stein variational gradient descent (49) bayesian inference (1907) particle method (17) particle-based variational inference (8) kernel methods (1097) kl divergence (196) belief propagation (177) continuous systems (1) non-asymptotic analysis (14)

Papers

GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework AAAI 2024
Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation NIPS 2023
Grassmann Stein Variational Gradient Descent AISTATS 2022
Stochastic Multiple Target Sampling Gradient Descent NIPS 2022
A Non-Asymptotic Analysis for Stein Variational Gradient Descent NIPS 2020
Stein Variational Gradient Descent as Moment Matching NIPS 2018
Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm NIPS 2016
The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose CVPR 2015
Particle-based Variational Inference for Continuous Systems NIPS 2009