Fast and Robust Least Squares Estimation in Corrupted Linear Models

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Fast and Robust Least Squares Estimation in Corrupted Linear Models

12 June 2014

Brian McWilliams

Gabriel Krummenacher

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Papers citing "Fast and Robust Least Squares Estimation in Corrupted Linear Models"

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Title
Random Projections For Large-Scale Regression Farman Ali C. Heinze K. H. Kim 215 45 0 19 Jan 2017
A Statistical Perspective on Algorithmic Leveraging Ping Ma Michael W. Mahoney Bin Yu 69 350 0 23 Jun 2013
Orthogonal Matching Pursuit with Noisy and Missing Data: Low and High Dimensional Results Yudong Chen Constantine Caramanis 57 17 0 05 Jun 2012
Subspace clustering of high-dimensional data: a predictive approach Brian McWilliams Giovanni Montana 67 75 0 05 Mar 2012
Multi-view predictive partitioning in high dimensions Brian McWilliams Giovanni Montana 56 8 0 02 Feb 2012
A tail inequality for quadratic forms of subgaussian random vectors Daniel J. Hsu Sham Kakade Tong Zhang 139 422 0 13 Oct 2011
Fast approximation of matrix coherence and statistical leverage P. Drineas M. Magdon-Ismail Michael W. Mahoney David P. Woodruff 148 533 0 18 Sep 2011
High-dimensional regression with noisy and missing data: Provable guarantees with nonconvexity Po-Ling Loh Martin J. Wainwright 117 562 0 16 Sep 2011