"black-box variational inference" Papers

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Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors

Wasu Top Piriyakulkij, Yingheng Wang, Volodymyr Kuleshov

AAAI 2025paperarXiv:2401.02739
2
citations

Nearly Dimension-Independent Convergence of Mean-Field Black-Box Variational Inference

Kyurae Kim, Yian Ma, Trevor Campbell et al.

NEURIPS 2025arXiv:2505.21721

Batch and match: black-box variational inference with a score-based divergence

Diana Cai, Chirag Modi, Loucas Pillaud-Vivien et al.

ICML 2024spotlightarXiv:2402.14758
16
citations

Provably Scalable Black-Box Variational Inference with Structured Variational Families

Joohwan Ko, Kyurae Kim, Woo Chang Kim et al.

ICML 2024arXiv:2401.10989
6
citations