109 citations · 128 across the 9 of their papers we have counts for
Showing math.OCShow all
2 papers · 1 filter
math.OC2016★ 109 cited
AIDE: Fast and Communication Efficient Distributed Optimization
Sashank J. Reddi, Jakub Konečný, Peter Richtárik +2
In this paper, we present two new communication-efficient methods for distributed minimization of an average of functions. The first algorithm is an inexact variant of the DANE alg…
math.OC2014★ 10 cited
Large-scale randomized-coordinate descent methods with non-separable linear constraints
Sashank Reddi, Ahmed Hefny, Carlton Downey +2
We develop randomized (block) coordinate descent (CD) methods for linearly constrained convex optimization. Unlike most CD methods, we do not assume the constraints to be separable…