Stochastic Zeroth-order Optimization via Variance Reduction method

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Stochastic Zeroth-order Optimization via Variance Reduction method

30 May 2018

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Papers citing "Stochastic Zeroth-order Optimization via Variance Reduction method"

15 / 15 papers shown

Title
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning Sijia Liu Pin-Yu Chen B. Kailkhura Gaoyuan Zhang A. Hero III P. Varshney 72 232 0 11 Jun 2020
Stochastic Zeroth-order Optimization in High Dimensions Yining Wang S. Du Sivaraman Balakrishnan Aarti Singh 63 106 0 29 Oct 2017
Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications Sijia Liu Jie Chen Pin-Yu Chen Alfred Hero 56 83 0 21 Oct 2017
Natasha 2: Faster Non-Convex Optimization Than SGD Zeyuan Allen-Zhu ODL 79 246 0 29 Aug 2017
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models Pin-Yu Chen Huan Zhang Yash Sharma Jinfeng Yi Cho-Jui Hsieh AAML 80 1,882 0 14 Aug 2017
Zeroth-order Asynchronous Doubly Stochastic Algorithm with Variance Reduction Bin Gu Zhouyuan Huo Heng-Chiao Huang 31 17 0 05 Dec 2016
Universal adversarial perturbations Seyed-Mohsen Moosavi-Dezfooli Alhussein Fawzi Omar Fawzi P. Frossard AAML 145 2,527 0 26 Oct 2016
Less than a Single Pass: Stochastically Controlled Stochastic Gradient Method Lihua Lei Michael I. Jordan 87 96 0 12 Sep 2016
Towards Evaluating the Robustness of Neural Networks Nicholas Carlini D. Wagner OOD AAML 266 8,555 0 16 Aug 2016
Stochastic Variance Reduction for Nonconvex Optimization Sashank J. Reddi Ahmed S. Hefny S. Sra Barnabás Póczós Alex Smola 99 602 0 19 Mar 2016
Stop Wasting My Gradients: Practical SVRG Reza Babanezhad Mohamed Osama Ahmed Alim Virani Mark Schmidt Jakub Konecný Scott Sallinen 75 134 0 05 Nov 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 277 19,066 0 20 Dec 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 277 14,927 1 21 Dec 2013
Optimal rates for zero-order convex optimization: the power of two function evaluations John C. Duchi Michael I. Jordan Martin J. Wainwright Andre Wibisono 79 486 0 07 Dec 2013
Stochastic First- and Zeroth-order Methods for Nonconvex Stochastic Programming Saeed Ghadimi Guanghui Lan ODL 122 1,555 0 22 Sep 2013

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