Yi Tian

1. Convex and Non-convex Optimization Under Generalized Smoothness
   2023/06/02 by Haochuan Li, Li, Haochuan, Jian Qian +7 · 8 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. Complexity Lower Bounds for Nonconvex-Strongly-Concave Min-Max Optimization
   2021/04/18 by Haochuan Li, Li, Haochuan, Yi Tian +5 · 7 citations
   Computer Science · Engineering · #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Provably Efficient Algorithms for Multi-Objective Competitive RL
   2021/02/05 by Tiancheng Yu, Yi Tian, Yu, Tiancheng +5 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Reinforcement Learning in Robotics