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20232026
most citedParticle-based Variational Inference with Generalized Wasserstein Gradient Flow

1 citations · 1 across the 8 of their papers we have counts for

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stat.ML2026

Denoising Implicit Variational Inference

Zitong Wang, Zekun Wu, Longlin Yu +1

Semi-implicit variational inference (SIVI) expands the representational capacity of variational families, but optimizing the Evidence Lower Bound (ELBO) remains challenging because…

stat.ML2026

A Kernel Approach for Semi-implicit Variational Inference

Longlin Yu, Ziheng Cheng, Shiyue Zhang +1

Semi-implicit variational inference (SIVI) enhances the expressiveness of variational families through hierarchical semi-implicit distributions, but the intractability of their den…