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
A Bayesian Robust Regression Method for Corrupted Data Reconstruction Zheyi Fan Zhaohui Li Jingyan Wang Dennis K. J. Lin X. Xiong Qingpei Hu AAML 61 0 0 24 Dec 2022
Algorithmic Decision-Making Safeguarded by Human Knowledge Ningyuan Chen Mingya Hu Wenhao Li 59 5 0 20 Nov 2022
Sampling with replacement vs Poisson sampling: a comparative study in optimal subsampling Jing Wang Jiahui Zou Haiying Wang 73 18 0 17 May 2022
Long-term Data Sharing under Exclusivity Attacks Yotam gafni Moshe Tennenholtz 44 2 0 22 Jan 2022
Markov subsampling based Huber Criterion Tieliang Gong Yuxin Dong Hong Chen B. Dong Chen Li 55 2 0 12 Dec 2021
Globally-convergent Iteratively Reweighted Least Squares for Robust Regression Problems B. Mukhoty G. Gopakumar Prateek Jain Purushottam Kar 62 30 0 25 Jun 2020
An Econometric Perspective on Algorithmic Subsampling Serena Ng S. Lee 46 13 0 03 Jul 2019
Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement Ming Lin Xiaomin Song Qi Qian Hao Li Liang Sun Shenghuo Zhu Rong Jin 48 15 0 03 Jun 2019
Byzantine Fault Tolerant Distributed Linear Regression Nirupam Gupta Nitin H. Vaidya 60 23 0 20 Mar 2019
Adaptive Iterative Hessian Sketch via A-Optimal Subsampling Aijun Zhang Hengtao Zhang G. Yin 23 6 0 20 Feb 2019
Efficient Augmentation via Data Subsampling Michael Kuchnik Virginia Smith 120 22 0 11 Oct 2018
Optimal Subsampling for Large Sample Logistic Regression Haiying Wang Rong Zhu Ping Ma 75 291 0 03 Feb 2017
Random Projections For Large-Scale Regression Farman Ali C. Heinze K. H. Kim 242 45 0 19 Jan 2017
DUAL-LOCO: Distributing Statistical Estimation Using Random Projections C. Heinze Brian McWilliams N. Meinshausen 130 37 0 08 Jun 2015
Robust Regression via Hard Thresholding Kush S. Bhatia Prateek Jain Purushottam Kar AAML OOD 62 157 0 08 Jun 2015