Stochastic Zeroth order Descent with Structured Directions

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Stochastic Zeroth order Descent with Structured Directions

10 June 2022

Lorenzo Rosasco

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Papers citing "Stochastic Zeroth order Descent with Structured Directions"

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Title
Leveraging Coordinate Momentum in SignSGD and Muon: Memory-Optimized Zero-Order Egor Petrov Grigoriy Evseev Aleksey Antonov Andrey Veprikov Pavel Plyusnin Nikolay Bushkov Stanislav Moiseev Aleksandr Beznosikov 81 0 0 04 Jun 2025
A Structured Tour of Optimization with Finite Differences Marco Rando C. Molinari Lorenzo Rosasco S. Villa 181 0 0 26 May 2025
Automatic Gain Tuning for Humanoid Robots Walking Architectures Using Gradient-Free Optimization Techniques Carlotta Sartore Marco Rando Giulio Romualdi C. Molinari Lorenzo Rosasco Daniele Pucci 53 1 0 27 Sep 2024
Zeroth-Order Stochastic Mirror Descent Algorithms for Minimax Excess Risk Optimization Zhihao Gu Zi Xu 83 1 0 22 Aug 2024
A New Formulation for Zeroth-Order Optimization of Adversarial EXEmples in Malware Detection Marco Rando Christian Scano Lorenzo Rosasco Fabio Roli AAML 70 2 0 23 May 2024
Gradient-free optimization of highly smooth functions: improved analysis and a new algorithm A. Akhavan Evgenii Chzhen Massimiliano Pontil Alexandre B. Tsybakov 64 11 0 03 Jun 2023