Yu-Zhen Janice Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Resource Constraints

Multi Armed Bandits

Statistical Estimation

Top Venues

SIGMETRICS Perform. Evaluation Rev.

Publications

Yu-Zhen Janice Chen, Jinhang Zuo, Venugopal V. Veeravalli, Don Towsley
Quickest Change Detection with Confusing Change. CoRR (2024)
Xuchuang Wang, Yu-Zhen Janice Chen, Matheus Guedes de Andrade, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley
Quantum Best Arm Identification. SIGMETRICS Perform. Evaluation Rev. 51 (2) (2023)
Kechao Cai, Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui
Learning With Guarantee Via Constrained Multi-Armed Bandit: Theory and Network Applications. IEEE Trans. Mob. Comput. 22 (9) (2023)
Yu-Zhen Janice Chen, Lin Yang, Xuchuang Wang, Xutong Liu, Mohammad H. Hajiesmaili, John C. S. Lui, Don Towsley
On-Demand Communication for Asynchronous Multi-Agent Bandits. CoRR (2023)
Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui
Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-agent Bandits? UAI (2023)
Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui
Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits. ICLR (2023)
Yu-Zhen Janice Chen, Daniel S. Menasché, Don Towsley
On Collaboration in Distributed Parameter Estimation with Resource Constraints. CoRR (2023)
Yu-Zhen Janice Chen, Lin Yang, Xuchuang Wang, Xutong Liu, Mohammad H. Hajiesmaili, John C. S. Lui, Don Towsley
On-Demand Communication for Asynchronous Multi-Agent Bandits. AISTATS (2023)
Yu-Zhen Janice Chen, Daniel S. Menasché, Don Towsley
To Collaborate or Not in Distributed Statistical Estimation with Resource Constraints? CoRR (2022)
Lin Yang, Yu-Zhen Janice Chen, Mohammad H. Hajiesmaili, Mark Herbster, Don Towsley
Hierarchical Learning Algorithms for Multi-scale Expert Problems. SIGMETRICS (Abstracts) (2022)
Lin Yang, Yu-Zhen Janice Chen, Mohammad H. Hajiesmaili, Mark Herbster, Don Towsley
Hierarchical Learning Algorithms for Multi-scale Expert Problems. Proc. ACM Meas. Anal. Comput. Syst. 6 (2) (2022)
Lin Yang, Yu-Zhen Janice Chen, Mohammad Hassan Hajiesmaili, John C. S. Lui, Don Towsley
Distributed Bandits with Heterogeneous Agents. CoRR (2022)
Lin Yang, Yu-Zhen Janice Chen, Mohammad Hassan Hajiesmaili, John C. S. Lui, Don Towsley
Distributed Bandits with Heterogeneous Agents. INFOCOM (2022)
Lin Yang, Yu-Zhen Janice Chen, Stephen Pasteris, Mohammad H. Hajiesmaili, John C. S. Lui, Don Towsley
Cooperative Stochastic Bandits with Asynchronous Agents and Constrained Feedback. NeurIPS (2021)
Yu-Zhen Janice Chen, Daniel S. Menasché, Don Towsley
To Collaborate or Not in Distributed Statistical Estimation with Resource Constraints? CISS (2021)
Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui, Konstantin Avrachenkov
Learning to count: A deep learning framework for graphlet count estimation. Netw. Sci. 9 (S1) (2021)
Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui, Konstantin Avrachenkov
Graphlet Count Estimation via Convolutional Neural Networks. CoRR (2018)
Kechao Cai, Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui
An Online Learning Approach to Network Application Optimization with Guarantee. INFOCOM (2018)