1 citations · 2 across the 10 of their papers we have counts for
4 papers · 1 filter
On Collaboration in Distributed Parameter Estimation with Resource Constraints
Yu-Zhen Janice Chen, Daniel S. Menasché, Don Towsley
Effective resource allocation in sensor networks, IoT systems, and distributed computing is essential for applications such as environmental monitoring, surveillance, and smart inf…
On-Demand Communication for Asynchronous Multi-Agent Bandits
Yu-Zhen Janice Chen, Lin Yang, Xuchuang Wang +4
This paper studies a cooperative multi-agent multi-armed stochastic bandit problem where agents operate asynchronously -- agent pull times and rates are unknown, irregular, and het…
Distributed Bandits with Heterogeneous Agents
Lin Yang, Yu-zhen Janice Chen, Mohammad Hajiesmaili +2
This paper tackles a multi-agent bandit setting where agents cooperate together to solve the same instance of a -armed stochastic bandit problem. The agents are \textit{hete…
Graphlet Count Estimation via Convolutional Neural Networks
Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui +1
Graphlets are defined as k-node connected induced subgraph patterns. For an undirected graph, 3-node graphlets include close triangle and open triangle. When k = 4, there are six t…