2024 Poster "langevin dynamics" Papers

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Faster Sampling via Stochastic Gradient Proximal Sampler

Xunpeng Huang, Difan Zou, Hanze Dong et al.

ICML 2024posterarXiv:2405.16734
3
citations

Langevin Policy for Safe Reinforcement Learning

Fenghao Lei, Long Yang, Shiting Wen et al.

ICML 2024poster

Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective

Shokichi Takakura, Taiji Suzuki

ICML 2024posterarXiv:2403.14917

REMEDI: Corrective Transformations for Improved Neural Entropy Estimation

Viktor Nilsson, Anirban Samaddar, Sandeep Madireddy et al.

ICML 2024posterarXiv:2402.05718

RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content

Zhuowen Yuan, Zidi Xiong, Yi Zeng et al.

ICML 2024posterarXiv:2403.13031

Sample as you Infer: Predictive Coding with Langevin Dynamics

Umais Zahid, Qinghai Guo, Zafeirios Fountas

ICML 2024posterarXiv:2311.13664