3 citations · 4 across the 4 of their papers we have counts for
4 papers
Heterogeneous Distributed Zeroth-Order Nonconvex Optimization with Communication Compression
Haonan Wang, Xinlei Yi, Yiguang Hong +1
Distributed zeroth-order optimization is increasingly applied in heterogeneous scenarios where agents possess distinct data distributions and objectives. This heterogeneity poses f…
Compressed Zeroth-Order Algorithm for Stochastic Distributed Nonconvex Optimization
Haonan Wang, Xinlei Yi, Yiguang Hong
This paper studies the stochastic distributed nonconvex optimization problem over a network of agents, where agents only access stochastic zeroth-order information about their loca…
Distributed Stochastic Zeroth-Order Optimization with Compressed Communication
Youqing Hua, Shuai Liu, Yiguang Hong +1
The dual challenges of prohibitive communication overhead and the impracticality of gradient computation due to data privacy or black-box constraints in distributed systems motivat…
Distributed Online Bandit Nonconvex Optimization with One-Point Residual Feedback via Dynamic Regret
Youqing Hua, Shuai Liu, Yiguang Hong +2
This paper considers the distributed online bandit optimization problem with nonconvex loss functions over a time-varying digraph. This problem can be viewed as a repeated game bet…