Robust linear regression: optimal rates in polynomial time

Author:

Bakshi Ainesh1,Prasad Adarsh1

Affiliation:

1. Carnegie Mellon University, USA

Publisher

ACM

Reference59 articles.

1. Boaz Barak. [n.d.]. Proofs beliefs and algorithms through the lens of sum-of-squares. [n.\tmspace +\thinmuskip .1667emd.]. Boaz Barak. [n.d.]. Proofs beliefs and algorithms through the lens of sum-of-squares. [n.\tmspace +\thinmuskip .1667emd.].

2. Boaz Barak Jonathan A. Kelner and David Steurer. 2015. Dictionary Learning and Tensor Decomposition via the Sum-of-Squares Method. In STOC. ACM. Pages 143–151. Boaz Barak Jonathan A. Kelner and David Steurer. 2015. Dictionary Learning and Tensor Decomposition via the Sum-of-Squares Method. In STOC. ACM. Pages 143–151.

3. Kush Bhatia Prateek Jain Parameswaran Kamalaruban and Purushottam Kar. 2017. Consistent robust regression. In Advances in Neural Information Processing Systems. Pages 2110–2119. Kush Bhatia Prateek Jain Parameswaran Kamalaruban and Purushottam Kar. 2017. Consistent robust regression. In Advances in Neural Information Processing Systems. Pages 2110–2119.

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