323 citations · 1.3k across the 121 of their papers we have counts for
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cs.LG2017★ 21 cited
Simple Classification using Binary Data
Deanna Needell, Rayan Saab, Tina Woolf
Binary, or one-bit, representations of data arise naturally in many applications, and are appealing in both hardware implementations and algorithm design. In this work, we study th…
cs.LG2017
An Asynchronous Parallel Approach to Sparse Recovery
Deanna Needell, Tina Woolf
Asynchronous parallel computing and sparse recovery are two areas that have received recent interest. Asynchronous algorithms are often studied to solve optimization problems where…