An Equivalence between the Lasso and Support Vector Machines

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An Equivalence between the Lasso and Support Vector Machines

5 March 2013

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Papers citing "An Equivalence between the Lasso and Support Vector Machines"

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Title
Quantum Algorithms and Lower Bounds for Linear Regression with Norm Constraints Yanlin Chen Ronald de Wolf 177 16 0 25 Oct 2021
Data Encoding for Byzantine-Resilient Distributed Optimization Deepesh Data Linqi Song Suhas Diggavi FedML 61 34 0 05 Jul 2019
Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning C. Karakuş Yifan Sun Suhas Diggavi W. Yin 63 52 0 14 Mar 2018
Modified Frank-Wolfe Algorithm for Enhanced Sparsity in Support Vector Machine Classifiers Carlos M. Alaíz Johan A. K. Suykens 25 9 0 19 Jun 2017
Primal-Dual Rates and Certificates Celestine Mendler-Dünner Simone Forte Martin Takáč Martin Jaggi 112 60 0 16 Feb 2016
L1-Regularized Distributed Optimization: A Communication-Efficient Primal-Dual Framework Virginia Smith Simone Forte Michael I. Jordan Martin Jaggi 165 28 0 13 Dec 2015
A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing Quan Zhou Wenlin Chen Shiji Song Jacob R. Gardner Kilian Q. Weinberger Yixin Chen 36 44 0 06 Sep 2014