Reviews: Fast, Provably convergent IRLS Algorithm for p-norm Linear Regression

Neural Information Processing Systems 

This paper proposes a modified IRLS algorithm and presents empirical experiments and theoretical analysis. The reviewers viewed the contribution as a combination of existing methods, and the combination is novel. Most reviewers thought the paper was well-written. The ability of the authors to compare to existing methods is limited because of the complexity of other methods and lack of public implementations. The reviewers' scores place this paper above the bar for acceptance.