"minimax optimality" Papers
9 papers found
Flow matching achieves almost minimax optimal convergence
Kenji Fukumizu, Taiji Suzuki, Noboru Isobe et al.
ICLR 2025posterarXiv:2405.20879
12
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 2025posterarXiv:2506.23453
1
citations
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
Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective
Yang Chen, Cong Fang, Zhouchen Lin et al.
ICML 2024poster
Robust Nonparametric Regression under Poisoning Attack
Puning Zhao, Zhiguo Wan
AAAI 2024paperarXiv:2305.16771
11
citations
Smoothness Adaptive Hypothesis Transfer Learning
Haotian Lin, Matthew Reimherr
ICML 2024poster
Towards Theoretical Understanding of Learning Large-scale Dependent Data via Random Features
Chao Wang, Xin Bing, Xin HE et al.
ICML 2024spotlight