3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2023
Non-Stationary Contextual Bandit Learning via Neural Predictive Ensemble Sampling
Zheqing Zhu, Yueyang Liu, Xu Kuang +1
Real-world applications of contextual bandits often exhibit non-stationarity due to seasonality, serendipity, and evolving social trends. While a number of non-stationary contextua…
cs.DC2012★ 3 cited
On the Power of Centralization in Distributed Processing
Kuang Xu
In this thesis, we propose and analyze a multi-server model that captures a performance trade-off between centralized and distributed processing. In our model, a fraction of an…
math.OC2012★ 1 cited
Go Viral, or Not: Rate-Optimal Control for Resource-Constrained Branching Processes
Shie Mannor, Kuang Xu
We propose and analyze a new class of controlled multi-type branching processes with a per-step linear resource constraint, motivated by potential applications in viral marketing a…