conftrace_

projected gradient descent

64 papers

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Also known as

PGD

Co-occurring keywords

adversarial attack (1621) adversarial training (1262) adversarial robustness (1341) robust optimization (307) high-dimensional regression (142) gradient descent (1144) model robustness (480) non-convex optimization (547) adversarial perturbation (384) adversarial example (564)

Papers

You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle NIPS 2019
GAN-Based Projector for Faster Recovery With Convergence Guarantees in Linear Inverse Problems ICCV 2019
Computationally and Statistically Efficient Truncated Regression COLT 2019
Proximal Mean-Field for Neural Network Quantization ICCV 2019
Labeled Graph Clustering via Projected Gradient Descent AISTATS 2018
A Unified Framework for Nonconvex Low-Rank plus Sparse Matrix Recovery AISTATS 2018
Learning ReLUs via Gradient Descent NIPS 2017
A Unified Variance Reduction-Based Framework for Nonconvex Low-Rank Matrix Recovery ICML 2017
Nearly Optimal Robust Matrix Completion ICML 2017
Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding NIPS 2017
A Light Touch for Heavily Constrained SGD COLT 2016
Fast Exact Matrix Completion with Finite Samples COLT 2015
Selective Labeling via Error Bound Minimization NIPS 2012
High-dimensional regression with noisy and missing data: Provable guarantees with non-convexity NIPS 2011