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 2024spotlightarXiv:2402.15602
34
citations

Optimal Kernel Quantile Learning with Random Features

Caixing Wang, Xingdong Feng

ICML 2024spotlightarXiv:2408.13591
2
citations

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

Chao Wang, Xin Bing, Xin HE et al.

ICML 2024spotlight