7 citations · 14 across the 6 of their papers we have counts for
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cs.LG2020★ 7 cited
Boosting One-Point Derivative-Free Online Optimization via Residual Feedback
Yan Zhang, Yi Zhou, Kaiyi Ji +1
Zeroth-order optimization (ZO) typically relies on two-point feedback to estimate the unknown gradient of the objective function. Nevertheless, two-point feedback can not be used f…
math.OC2020★ 5 cited
A New One-Point Residual-Feedback Oracle For Black-Box Learning and Control
Yan Zhang, Yi Zhou, Kaiyi Ji +1
Zeroth-order optimization (ZO) algorithms have been recently used to solve black-box or simulation-based learning and control problems, where the gradient of the objective function…