2025 "markov chain sampling" Papers

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Learning from A Single Markovian Trajectory: Optimality and Variance Reduction

Zhenyu Sun, Ermin Wei

NEURIPS 2025poster

Outlier Synthesis via Hamiltonian Monte Carlo for Out-of-Distribution Detection

Hengzhuang Li, Teng Zhang

ICLR 2025posterarXiv:2501.16718
2
citations

Stochastic-Constrained Stochastic Optimization with Markovian Data

Yeongjong Kim, Dabeen Lee

NEURIPS 2025posterarXiv:2312.04312