18 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 4 cited
Wasserstein-Fisher-Rao Document Distance
Zihao Wang, Datong Zhou, Yong Zhang +2
As a fundamental problem of natural language processing, it is important to measure the distance between different documents. Among the existing methods, the Word Mover's Distance…
cs.LG2017★ 18 cited
Budget-Constrained Multi-Armed Bandits with Multiple Plays
Datong P. Zhou, Claire J. Tomlin
We study the multi-armed bandit problem with multiple plays and a budget constraint for both the stochastic and the adversarial setting. At each round, exactly out of possi…
cs.SI2017★ 1 cited
How Peer Effects Influence Energy Consumption
Datong P. Zhou, Mardavij Roozbehani, Munther A. Dahleh +1
This paper analyzes the impact of peer effects on electricity consumption of a network of rational, utility-maximizing users. Users derive utility from consuming electricity as wel…