most citedZeroth-order Optimization with Weak Dimension Dependency

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math.OC2024

Optimizing over Multiple Distributions under Generalized Quasar-Convexity Condition

Shihong Ding, Long Yang, Luo Luo +1

We study a typical optimization model where the optimization variable is composed of multiple probability distributions. Though the model appears frequently in practice, such as fo…

math.OC2023★ 2 cited

Zeroth-order Optimization with Weak Dimension Dependency

Pengyun Yue, Long Yang, Cong Fang +1

Zeroth-order optimization is a fundamental research topic that has been a focus of various learning tasks, such as black-box adversarial attacks, bandits, and reinforcement learnin…