Jiang, Rujun
- A Riemannian Proximal Newton Method
2023/04/08 by Wutao Si, P. -A. Absil, Si, Wutao +7 · 6 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds
2024/02/03 by Chen, Pengyu, Shi, Xu, Jiang, Rujun +1 · 3 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Hölderian error bounds and Kurdyka-Łojasiewicz inequality for the trust region subproblem
2019/11/27 by Jiang, Rujun, Li, Xudong · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Near-Optimal Convex Simple Bilevel Optimization with a Bisection Method
2024/02/08 by Wang, Jiulin, Shi, Xu, Jiang, Rujun · 2 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Fast Algorithms for Stackelberg Prediction Game with Least Squares Loss
2021/05/12 by Wang, Jiali, Chen, He, Jiang, Rujun +2 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- A Unified Framework for Rank-based Loss Minimization
2023/10/26 by Rufeng Xiao, Yuze Ge, Xiao, Rufeng +5 · 2 citations
Computer Science · Engineering · Mathematics · #FOS: Mathematics #Face and Expression Recognition #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation
2022/06/07 by Wang, Jiali, Huang, Wen, Jiang, Rujun +2 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- A Proximal DC Algorithm for Sample Average Approximation of Chance Constrained Programming
2023/01/01 by Peng Wang, Rujun Jiang, Wang, Peng +5 · 1 citation
Engineering · Computer Science · Decision Sciences · #Optimization and Mathematical Programming #Optimization and Variational Analysis #Risk and Portfolio Optimization
- Lower-level Duality Based Reformulation and Majorization Minimization Algorithm for Hyperparameter Optimization
2024/03/01 by Chen, He, Xu, Haochen, Jiang, Rujun +1 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Riemannian Trust Region Methods for SC1 Minimization
2023/07/02 by Chenyu Zhang, Rufeng Xiao, Zhang, Chenyu +5 · 1 citation
Computer Science · Engineering · Mathematics · #49J52 #65K05 #90C26 #90C30 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Decision Making under Cumulative Prospect Theory: An Alternating Direction Method of Multipliers
2022/10/06 by Cui, Xiangyu, Jiang, Rujun, Shi, Yun +2 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Accelerated Gradient Descent by Concatenation of Stepsize Schedules
2024/10/16 by Zhang, Zehao, Jiang, Rujun · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)