Xuxing Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Locally Weighted

Computational Cost

Polynomial Regression

Global Optimality

Top Venues

Publications

Xuxing Chen, Abhishek Roy, Yifan Hu, Krishnakumar Balasubramanian
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data. CoRR (2024)
Xuxing Chen, Krishna Balasubramanian, Promit Ghosal, Bhavya Agrawalla
From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression. Trans. Mach. Learn. Res. 2024 (2024)
Jiaxiang Li, Xuxing Chen, Shiqian Ma, Mingyi Hong
Problem-Parameter-Free Decentralized Nonconvex Stochastic Optimization. CoRR (2024)
Xuxing Chen, Krishnakumar Balasubramanian, Saeed Ghadimi
Stochastic Nested Compositional Bi-level Optimization for Robust Feature Learning. CoRR (2023)
Tesi Xiao, Xuxing Chen, Krishnakumar Balasubramanian, Saeed Ghadimi
A one-sample decentralized proximal algorithm for non-convex stochastic composite optimization. UAI (2023)
Xuxing Chen, Minhui Huang, Shiqian Ma, Krishna Balasubramanian
Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity. ICML (2023)
Xuxing Chen, Krishnakumar Balasubramanian, Promit Ghosal, Bhavya Agrawalla
From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression. CoRR (2023)
Tesi Xiao, Xuxing Chen, Krishnakumar Balasubramanian, Saeed Ghadimi
A One-Sample Decentralized Proximal Algorithm for Non-Convex Stochastic Composite Optimization. CoRR (2023)
Xuxing Chen, Tesi Xiao, Krishnakumar Balasubramanian
Optimal Algorithms for Stochastic Bilevel Optimization under Relaxed Smoothness Conditions. CoRR (2023)
Xuxing Chen, Minhui Huang, Shiqian Ma, Krishnakumar Balasubramanian
Decentralized Stochastic Bilevel Optimization with Improved Per-Iteration Complexity. CoRR (2022)
Weihe Li, Jiawei Huang, Shaojun Zou, Zhuoran Liu, Qichen Su, Xuxing Chen, Jianxin Wang
Pipeline-Based Chunk Scheduling to Improve ABR Performance in DASH System. ICCCN (2020)
Zijie Ji, Zunwen He, Yan Zhang, Xuxing Chen
A two-step decorrelation method on time-frequency correlated channel for secret key generation. WCNC (2018)