Prater-Bennette, Ashley
- Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements
2021/04/29 by Tian Tong, Tong, Tian, Cong Ma +7 · 9 citations
Mathematics · Engineering · Medicine · #Tensor decomposition and applications #Sparse and Compressive Sensing Techniques #Advanced Neuroimaging Techniques and Applications
- Model-Free Robust Average-Reward Reinforcement Learning
2023/05/17 by Yue Wang, Alvaro Velasquez, Wang, Yue +7 · 11 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Robust Average-Reward Markov Decision Processes
2023/01/02 by Yue Wang, Wang, Yue, Alvaro Velasquez +7 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- The Proximity Operator of the Log-Sum Penalty
2021/03/03 by Ashley Prater-Bennette, Lixin Shen, Prater-Bennette, Ashley +3 · 3 citations
Computer Science · Engineering · Mathematics · #49J52 #49J53 #90C26 #Advanced Optimization Algorithms Research #FOS: Mathematics #Numerical Methods and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- Sparse Recovery: The Square of ℓ1/ℓ2 Norms
2024/03/31 by Jianqing Jia, Jia, Jianqing, Ashley Prater-Bennette +5 · 1 citation
Computer Science · #FOS: Mathematics #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques