2 papers
eess.SY2025
Reduced Network Cumulative Constraint Violation for Distributed Bandit Convex Optimization under Slater Condition
Kunpeng Zhang, Xinlei Yi, Jinliang Ding +3
This paper studies the distributed bandit convex optimization problem with time-varying inequality constraints, where the goal is to minimize network regret and cumulative constrai…
cs.NE2024
Solving Expensive Optimization Problems in Dynamic Environments with Meta-learning
Huan Zhang, Jinliang Ding, Liang Feng +2
Dynamic environments pose great challenges for expensive optimization problems, as the objective functions of these problems change over time and thus require remarkable computatio…