3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Decentralized Multi-Task Online Convex Optimization Under Random Link Failures
Wenjing Yan, Xuanyu Cao
Decentralized optimization methods often entail information exchange between neighbors. Transmission failures can happen due to network congestion, hardware/software issues, commun…
cs.LG2023★ 1 cited
Zero-Regret Performative Prediction Under Inequality Constraints
Wenjing Yan, Xuanyu Cao
Performative prediction is a recently proposed framework where predictions guide decision-making and hence influence future data distributions. Such performative phenomena are ubiq…
math.OC2021★ 3 cited
Decentralized Multi-Task Stochastic Optimization With Compressed Communications
Navjot Singh, Xuanyu Cao, Suhas Diggavi +1
We consider a multi-agent network where each node has a stochastic (local) cost function that depends on the decision variable of that node and a random variable, and further the d…