Mei, Sanyou

1. First-order penalty methods for bilevel optimization
   2023/01/04 by Lu, Zhaosong, Mei, Sanyou · 15 citations
   #65K05 #90C26 #90C30 #90C47 #90C99 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
2. Variance-reduced first-order methods for deterministically constrained stochastic nonconvex optimization with strong convergence guarantees
   2024/09/16 by Lu, Zhaosong, Mei, Sanyou, Xiao, Yifeng · 5 citations
   #65K05 #90C15 #90C26 #90C30 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
3. Primal-dual extrapolation methods for monotone inclusions under local Lipschitz continuity
   2022/06/02 by Lu, Zhaosong, Mei, Sanyou · 1 citation
   #47H05 #47J20 #49M29 #65K15 #90C25 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
4. A first-order augmented Lagrangian method for constrained minimax optimization
   2023/01/05 by Zhaosong Lu, Sanyou Mei, Lu, Zhaosong +1 · 3 citations
   Computer Science · Mathematics · #65K05 #90C26 #90C30 #90C47 #90C99 #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Optimization and Search Problems