"non-asymptotic analysis" Papers

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Optimal kernel regression bounds under energy-bounded noise

Amon Lahr, Johannes Köhler, Anna Scampicchio et al.

NEURIPS 2025arXiv:2505.22235
1
citations

Optimal Non-Asymptotic Rates of Value Iteration for Average-Reward Markov Decision Processes

Jongmin Lee, Ernest Ryu

ICLR 2025arXiv:2504.09913
5
citations

Provable Benefit of Annealed Langevin Monte Carlo for Non-log-concave Sampling

Wei Guo, Molei Tao, Yongxin Chen

ICLR 2025arXiv:2407.16936
19
citations

Novel Spectral Algorithms for the Partial Credit Model

Duc Nguyen, Anderson Zhang

ICML 2024spotlight