2024 "total variation distance" Papers

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Conference

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Ai-sampler: Adversarial Learning of Markov kernels with involutive maps

Evgenii Egorov, Riccardo Valperga, Efstratios Gavves

ICML 2024posterarXiv:2406.02490

Faster Sampling via Stochastic Gradient Proximal Sampler

Xunpeng Huang, Difan Zou, Hanze Dong et al.

ICML 2024posterarXiv:2405.16734
3
citations

Total Variation Distance Meets Probabilistic Inference

Arnab Bhattacharyya, Sutanu Gayen, Kuldeep S. Meel et al.

ICML 2024posterarXiv:2309.09134

Towards Theoretical Understandings of Self-Consuming Generative Models

Shi Fu, Sen Zhang, Yingjie Wang et al.

ICML 2024posterarXiv:2402.11778