289 citations · 333 across the 12 of their papers we have counts for
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3 papers · 1 filter
cs.DS2017
Robust polynomial regression up to the information theoretic limit
Daniel Kane, Sushrut Karmalkar, Eric Price
We consider the problem of robust polynomial regression, where one receives samples that are usually within of a polynomial , but have a chance of be…
cs.DS2017★ 2 cited
Fast Regression with an Guarantee
Eric Price, Zhao Song, David P. Woodruff
Sketching has emerged as a powerful technique for speeding up problems in numerical linear algebra, such as regression. In the overconstrained regression problem, one is given an $…
stat.ML2017★ 289 cited
Compressed Sensing using Generative Models
Ashish Bora, Ajil Jalal, Eric Price +1
The goal of compressed sensing is to estimate a vector from an underdetermined system of noisy linear measurements, by making use of prior knowledge on the structure of vectors in…