"evidence lower bound" Papers

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Brain-like Variational Inference

Hadi Vafaii, Dekel Galor, Jacob Yates

NEURIPS 2025arXiv:2410.19315
5
citations

Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors

Wasu Top Piriyakulkij, Yingheng Wang, Volodymyr Kuleshov

AAAI 2025paperarXiv:2401.02739
2
citations

VIKING: Deep variational inference with stochastic projections

Samuel Matthiesen, Hrittik Roy, Nicholas Krämer et al.

NEURIPS 2025arXiv:2510.23684

Efficient Mixture Learning in Black-Box Variational Inference

Alexandra Hotti, Oskar Kviman, Ricky Molén et al.

ICML 2024arXiv:2406.07083
3
citations

Logistic Variational Bayes Revisited

Michael Komodromos, Marina Evangelou, Sarah Filippi

ICML 2024arXiv:2406.00713

Understanding Stochastic Natural Gradient Variational Inference

Kaiwen Wu, Jacob Gardner

ICML 2024arXiv:2406.01870
7
citations