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Han, Yinbin
3 publications
ICML
2025
Stochastic Control for Fine-Tuning Diffusion Models: Optimality, Regularity, and Convergence
Yinbin Han
,
Meisam Razaviyayn
,
Renyuan Xu
ICLR
2024
Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization
Yinbin Han
,
Meisam Razaviyayn
,
Renyuan Xu
NeurIPSW
2022
Policy Gradient Finds Global Optimum of Nearly Linear-Quadratic Control Systems
Yinbin Han
,
Meisam Razaviyayn
,
Renyuan Xu