Hoi-To Wai
- A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum
2021/02/15 by Prashant Khanduri, Siliang Zeng, Khanduri, Prashant +9 · 13 citations
Computer Science · Engineering · Medicine · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Pancreatic and Hepatic Oncology Research
- Distributed Learning in the Nonconvex World: From batch data to streaming and beyond
2020/05/01 by Tsung-Hui Chang, Mingyi Hong, Hoi-To Wai +2 · 6 citations
Computer Science · #Stochastic Gradient Optimization Techniques #Distributed Sensor Networks and Detection Algorithms #Privacy-Preserving Technologies in Data
- Tight High Probability Bounds for Linear Stochastic Approximation with Fixed Stepsize
2021/06/02 by Alain Durmus, Durmus, Alain, Éric Moulines +9 · 5 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
- State Dependent Performative Prediction with Stochastic Approximation
2021/10/02 by Q. Li, Li, Qiang, Hoi-To Wai +1 · 4 citations
Computer Science · Decision Sciences · #Stochastic Gradient Optimization Techniques #Advanced Bandit Algorithms Research #Machine Learning and Algorithms
- Multi-agent Performative Prediction with Greedy Deployment and Consensus Seeking Agents
2022/09/08 by Qiang Li, Chung-Yiu Yau, Li, Qiang +3 · 5 citations
Computer Science · #Distributed Control Multi-Agent Systems #Age of Information Optimization #Stochastic Gradient Optimization Techniques
- Clipped SGD Algorithms for Performative Prediction: Tight Bounds for Clipping Bias and Remedies
2024/04/17 by Qiang Li, Michal Yemini, Li, Qiang +3 · 2 citations
Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Traffic Prediction and Management Techniques
- Product Graph Learning from Multi-attribute Graph Signals with Inter-layer Coupling
2022/11/02 by Chenyue Zhang, Yiran He, Zhang, Chenyue +3 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
- Network Games Induced Prior for Graph Topology Learning
2024/10/31 by Chenyue Zhang, Shang-Yuan Liu, Zhang, Chenyue +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Computer Science and Game Theory (cs.GT) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Rough Sets and Fuzzy Logic #Signal Processing (eess.SP) #electronic engineering #information engineering