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homotopy algorithm

5 papers

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Co-occurring keywords

l1 regularization (87) non-convex optimization (547) bayes c-optimal design (1) sparse perturbation (11) ℓ_0 regularizer (1) robust svm (1) l1 penalized regression (1) sparse optimization (246) adversarial attack (1621) support vector machine (978)

Papers

Fast Screening Rules for Optimal Design via Quadratic Lasso Reformulation JMLR 2023
Sparse and Imperceptible Adversarial Attack via a Homotopy Algorithm ICML 2021
A Simple Homotopy Algorithm for Compressive Sensing AISTATS 2015
Outlier Path: A Homotopy Algorithm for Robust SVM ICML 2014
An Homotopy Algorithm for the Lasso with Online Observations NIPS 2008