"minimax optimality" Papers
11 papers found
Conference
Flow matching achieves almost minimax optimal convergence
Kenji Fukumizu, Taiji Suzuki, Noboru Isobe et al.
ICLR 2025arXiv:2405.20879
13
citations
Instance-Optimality for Private KL Distribution Estimation
Jiayuan Ye, Vitaly Feldman, Kunal Talwar
NEURIPS 2025spotlightarXiv:2505.23620
Minimax Optimal Two-Stage Algorithm For Moment Estimation Under Covariate Shift
Zhen Zhang, Xin Liu, Shaoli Wang et al.
ICLR 2025arXiv:2506.23453
1
citations
Pseudo-Labeling for Kernel Ridge Regression under Covariate Shift
Kaizheng Wang
NEURIPS 2025arXiv:2302.10160
15
citations
The Empirical Mean is Minimax Optimal for Local Glivenko-Cantelli
Doron Cohen, Aryeh Kontorovich, Roi Weiss
ICML 2025arXiv:2410.02835
1
citations
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
Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective
Yang Chen, Cong Fang, Zhouchen Lin et al.
ICML 2024arXiv:2406.11249
2
citations
Robust Nonparametric Regression under Poisoning Attack
Puning Zhao, Zhiguo Wan
AAAI 2024paperarXiv:2305.16771
12
citations
Smoothness Adaptive Hypothesis Transfer Learning
Haotian Lin, Matthew Reimherr
ICML 2024arXiv:2402.14966
11
citations
Towards Theoretical Understanding of Learning Large-scale Dependent Data via Random Features
Chao Wang, Xin Bing, Xin HE et al.
ICML 2024spotlight