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Yu-Zhen Janice CHEN
Yu-Zhen Janice CHEN
PhD Candidate at CICS, UMass Amherst
在 umass.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
An Online Learning Approach to Network Application Optimization with Guarantee
K Cai, X Liu, YZJ Chen, JCS Lui
IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 2006-2014, 2018
272018
Cooperative Stochastic Bandits with Asynchronous Agents and Constrained Feedback
L Yang, YZJ Chen, S Pasteris, M Hajiesmaili, J Lui, D Towsley
Advances in Neural Information Processing Systems 34, 2021
252021
Distributed Bandits with Heterogeneous Agents
L Yang, YJ Chen, M Hajiesmaili, J Lui, D Towsley
IEEE INFOCOM 2022-IEEE Conference on Computer Communications., 2022
182022
On-Demand Communication for Asynchronous Multi-Agent Bandits
YZJ Chen, L Yang, X Wang, X Liu, M Hajiesmaili, JCS Lui, D Towsley
International Conference on Artificial Intelligence and Statistics, 3903-3930, 2023
72023
Learning to count: A deep learning framework for graphlet count estimation
X Liu, YZJ Chen, JCS Lui, K Avrachenkov
Network Science, 1-38, 2020
72020
Learning with Guarantee via Constrained Multi-armed Bandit: Theory and Network Applications
K Cai, X Liu, YZJ Chen, JCS Lui
IEEE Transactions on Mobile Computing, 2022
62022
Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits
X Wang, L Yang, YZJ Chen, X Liu, M Hajiesmaili, D Towsley, JCS Lui
The Eleventh International Conference on Learning Representations, 2022
52022
Quantum Best Arm Identification
X Wang, YZ Janice Chen, MG de Andrade, M Hajiesmaili, JCS Lui, ...
ACM SIGMETRICS Performance Evaluation Review 51 (2), 72-74, 2023
12023
Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-agent Bandits?
X Wang, L Yang, YZJ Chen, X Liu, M Hajiesmaili, D Towsley, JCS Lui
Uncertainty in Artificial Intelligence, 2192-2202, 2023
12023
To Collaborate or Not in Distributed Statistical Estimation with Resource Constraints?
YZJ Chen, DS Menasché, D Towsley
2021 55th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2021
12021
Graphlet Count Estimation via Convolutional Neural Networks
X Liu, YZJ Chen, J Lui, K Avrachenkov
Complex Networks 2018, 2018
12018
Quickest Change Detection with Confusing Change
YZJ Chen, J Zuo, VV Veeravalli, D Towsley
arXiv preprint arXiv:2405.00842, 2024
2024
On Collaboration in Distributed Parameter Estimation with Resource Constraints
YZJ Chen, DS Menasché, D Towsley
arXiv preprint arXiv:2307.06442, 2023
2023
Hierarchical Learning Algorithms for Multi-scale Expert Problems
L Yang, YJ Chen, MH Hajiesmaili, M Herbster, D Towsley
Proceedings of the ACM on Measurement and Analysis of Computing Systems 6 (2 …, 2022
2022
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