Search Results for author: Fangyikang Wang

Found 2 papers, 0 papers with code

Neural Sinkhorn Gradient Flow

no code implementations25 Jan 2024 Huminhao Zhu, Fangyikang Wang, Chao Zhang, Hanbin Zhao, Hui Qian

We utilize the velocity field matching training scheme in NSGF, which only requires samples from the source and target distribution to compute an empirical velocity field approximation.

GAD-PVI: A General Accelerated Dynamic-Weight Particle-Based Variational Inference Framework

no code implementations27 Dec 2023 Fangyikang Wang, Huminhao Zhu, Chao Zhang, Hanbin Zhao, Hui Qian

Particle-based Variational Inference (ParVI) methods approximate the target distribution by iteratively evolving finite weighted particle systems.

Position Variational Inference

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