Stochastic Frank-Wolfe Methods for Nonconvex Optimization

Stochastic Frank-Wolfe Methods for Nonconvex Optimization

27 July 2016

Sashank J. Reddi

Barnabás Póczós

Papers citing "Stochastic Frank-Wolfe Methods for Nonconvex Optimization"

19 / 69 papers shown

Title
Quantized Frank-Wolfe: Faster Optimization, Lower Communication, and Projection Free Mingrui Zhang Lin Chen Aryan Mokhtari Hamed Hassani Amin Karbasi 16 8 0 17 Feb 2019
ProxSARAH: An Efficient Algorithmic Framework for Stochastic Composite Nonconvex Optimization Nhan H. Pham Lam M. Nguyen Dzung Phan Quoc Tran-Dinh 18 139 0 15 Feb 2019
Stochastic Frank-Wolfe for Composite Convex Minimization Francesco Locatello A. Yurtsever Olivier Fercoq V. Cevher 22 15 0 29 Jan 2019
Model Function Based Conditional Gradient Method with Armijo-like Line Search Yura Malitsky Peter Ochs 11 4 0 23 Jan 2019
A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks Jinghui Chen Dongruo Zhou Jinfeng Yi Quanquan Gu AAML 23 68 0 27 Nov 2018
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets Jarrid Rector-Brooks Jun-Kun Wang Barzan Mozafari 8 9 0 14 Nov 2018
Towards Gradient Free and Projection Free Stochastic Optimization Anit Kumar Sahu Manzil Zaheer S. Kar 14 39 0 08 Oct 2018
Zeroth-order Nonconvex Stochastic Optimization: Handling Constraints, High-Dimensionality and Saddle-Points Krishnakumar Balasubramanian Saeed Ghadimi ODL 22 100 0 17 Sep 2018
Projection-Free Algorithms in Statistical Estimation Yan Li Chao Qu Huan Xu 20 0 0 20 May 2018
Stochastic Conditional Gradient Methods: From Convex Minimization to Submodular Maximization Aryan Mokhtari Hamed Hassani Amin Karbasi 23 111 0 24 Apr 2018
Constrained Deep Learning using Conditional Gradient and Applications in Computer Vision Sathya Ravi Tuan Dinh Vishnu Suresh Lokhande Vikas Singh AI4CE 33 22 0 17 Mar 2018
Conditional Gradient Method for Stochastic Submodular Maximization: Closing the Gap Aryan Mokhtari S. Hassani Amin Karbasi 27 70 0 05 Nov 2017
Riemannian Optimization via Frank-Wolfe Methods Melanie Weber S. Sra 18 32 0 30 Oct 2017
Automated Scalable Bayesian Inference via Hilbert Coresets Trevor Campbell Tamara Broderick 32 127 0 13 Oct 2017
Approximate and Stochastic Greedy Optimization N. Ye Peter L. Bartlett 9 0 0 25 May 2017
Discriminative Metric Learning with Deep Forest Lev V. Utkin M. Ryabinin 14 21 0 25 May 2017
A Siamese Deep Forest Lev V. Utkin M. Ryabinin 29 67 0 27 Apr 2017
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark Schmidt 139 1,205 0 16 Aug 2016
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 93 737 0 19 Mar 2014