Spotlight "minimax optimality" Papers

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Instance-Optimality for Private KL Distribution Estimation

Jiayuan Ye, Vitaly Feldman, Kunal Talwar

NeurIPS 2025spotlightarXiv:2505.23620

Minimax Optimality of Score-based Diffusion Models: Beyond the Density Lower Bound Assumptions

Kaihong Zhang, Heqi Yin, Feng Liang et al.

ICML 2024spotlight

Optimal Kernel Quantile Learning with Random Features

Caixing Wang, Xingdong Feng

ICML 2024spotlight

Towards Theoretical Understanding of Learning Large-scale Dependent Data via Random Features

Chao Wang, Xin Bing, Xin HE et al.

ICML 2024spotlight