Yan, Yuling

6 publications

TMLR 2025 Gaussian Mixture Layers for Neural Networks Sinho Chewi, Philippe Rigollet, Yuling Yan

ICLR 2025 O(d/T) Convergence Theory for Diffusion Probabilistic Models Under Minimal Assumptions Gen Li, Yuling Yan

NeurIPS 2024 Adapting to Unknown Low-Dimensional Structures in Score-Based Diffusion Models Gen Li, Yuling Yan

COLT 2024 Minimax-Optimal Reward-Agnostic Exploration in Reinforcement Learning Gen Li, Yuling Yan, Yuxin Chen, Jianqing Fan

NeurIPS 2021 Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model Bingyan Wang, Yuling Yan, Jianqing Fan

NeurIPS 2020 Efficient Clustering for Stretched Mixtures: Landscape and Optimality Kaizheng Wang, Yuling Yan, Mateo Diaz