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particle-based variational inference

8 papers

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Also known as

PARVI

Co-occurring keywords · papers mentioning both

bayesian inference (5) stein variational gradient descent (3) variational inference (3) wasserstein gradient flow (2) particle-based inference (2) fisher-rao divergence (1) kernel stein discrepancy (1) neural sampler (1) amortized svgd (1) particle-based method (1)

Papers

Functional Gradient Flows for Constrained Sampling NeurIPS 2024 GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework AAAI 2024 Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates ICML 2023 Provably Fast Finite Particle Variants of SVGD via Virtual Particle Stochastic Approximation NeurIPS 2023 DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework IJCAI 2022 Generative Particle Variational Inference via Estimation of Functional Gradients ICML 2021 Variance Reduction and Quasi-Newton for Particle-Based Variational Inference ICML 2020 Understanding and Accelerating Particle-Based Variational Inference ICML 2019