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Towards Gradient Free and Projection Free Stochastic Optimization

8 October 2018

Papers citing "Towards Gradient Free and Projection Free Stochastic Optimization"

23 / 23 papers shown

Title
On the Optimal Construction of Unbiased Gradient Estimators for Zeroth-Order Optimization Shaocong Ma Heng Huang 112 0 0 22 Oct 2025
Revisiting Zeroth-Order Optimization: Minimum-Variance Two-Point Estimators and Directionally Aligned PerturbationsInternational Conference on Learning Representations (ICLR), 2025 Shaocong Ma Heng Huang 148 10 0 22 Oct 2025
Leveraging Coordinate Momentum in SignSGD and Muon: Memory-Optimized Zero-Order Egor Petrov Grigoriy Evseev Aleksey Antonov Andrey Veprikov Nikolay Bushkov Nikolay Bushkov Stanislav Moiseev 381 2 0 04 Jun 2025
An Enhanced Zeroth-Order Stochastic Frank-Wolfe Framework for Constrained Finite-Sum Optimization Haishan Ye Yinghui Huang Hao Di Xiangyu Chang 398 1 0 13 Jan 2025
How to Boost Any Loss Function Richard Nock Yishay Mansour 164 0 0 02 Jul 2024
Learning the Right Layers: a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs Sara Venturini Andrea Cristofari Francesco Rinaldi Francesco Tudisco 95 6 0 31 May 2023
Gradient-Free Textual InversionACM Multimedia (ACM MM), 2023 Zhengcong Fei Mingyuan Fan Junshi Huang DiffM 236 38 0 12 Apr 2023
Using Taylor-Approximated Gradients to Improve the Frank-Wolfe Method for Empirical Risk MinimizationSIAM Journal on Optimization (SIAM J. Optim.), 2022 Zikai Xiong R. Freund 148 1 0 30 Aug 2022
Adaptive Sampling Quasi-Newton Methods for Zeroth-Order Stochastic OptimizationMathematical Programming Computation (MPC), 2021 Raghu Bollapragada Stefan M. Wild 120 13 0 24 Sep 2021
An Accelerated Variance-Reduced Conditional Gradient Sliding Algorithm for First-order and Zeroth-order Optimization Xiyuan Wei Bin Gu Heng-Chiao Huang 120 1 0 18 Sep 2021
Zeroth and First Order Stochastic Frank-Wolfe Algorithms for Constrained Optimization Zeeshan Akhtar K. Rajawat 195 10 0 14 Jul 2021
Scalable Projection-Free Optimization Mingrui Zhang 236 0 0 07 May 2021
Optimal Regret Algorithm for Pseudo-1d Bandit Convex OptimizationInternational Conference on Machine Learning (ICML), 2021 Aadirupa Saha Nagarajan Natarajan Praneeth Netrapalli Prateek Jain 122 5 0 15 Feb 2021
Statistical Inference for Polyak-Ruppert Averaged Zeroth-order Stochastic Gradient Algorithm Yanhao Jin Tesi Xiao Krishnakumar Balasubramanian 199 7 0 10 Feb 2021
Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe MethodNeural Information Processing Systems (NeurIPS), 2020 K. K. Thekumparampil Prateek Jain Praneeth Netrapalli Sewoong Oh 178 25 0 05 Oct 2020
Accelerated Stochastic Gradient-free and Projection-free MethodsInternational Conference on Machine Learning (ICML), 2020 Feihu Huang Lue Tao Songcan Chen 194 26 0 16 Jul 2020
Improved Complexities for Stochastic Conditional Gradient Methods under Interpolation-like Conditions Tesi Xiao Krishnakumar Balasubramanian Saeed Ghadimi 206 3 0 15 Jun 2020
A Primer on Zeroth-Order Optimization in Signal Processing and Machine LearningIEEE Signal Processing Magazine (IEEE Signal Process. Mag.), 2020 Sijia Liu Pin-Yu Chen B. Kailkhura Gaoyuan Zhang A. Hero III P. Varshney 310 284 0 11 Jun 2020
A Hybrid-Order Distributed SGD Method for Non-Convex Optimization to Balance Communication Overhead, Computational Complexity, and Convergence Rate Naeimeh Omidvar M. Maddah-ali Hamed Mahdavi ODL 79 3 0 27 Mar 2020
Stochastic Zeroth-order Riemannian Derivative Estimation and Optimization Jiaxiang Li Krishnakumar Balasubramanian Shiqian Ma 267 5 0 25 Mar 2020
ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box OptimizationNeural Information Processing Systems (NeurIPS), 2019 Xiangyi Chen Sijia Liu Kaidi Xu Xingguo Li Xue Lin Mingyi Hong David Cox ODL 180 127 0 15 Oct 2019
One Sample Stochastic Frank-WolfeInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019 Mingrui Zhang Zebang Shen Aryan Mokhtari Hamed Hassani Amin Karbasi 215 65 0 10 Oct 2019
Black Box Submodular Maximization: Discrete and Continuous Settings Lin Chen Mingrui Zhang Hamed Hassani Amin Karbasi 160 17 0 28 Jan 2019