182 citations · 329 across the 14 of their papers we have counts for
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math.OC2017★ 7 cited
Optimization Methods for Inverse Problems
Nan Ye, Farbod Roosta-Khorasani, Tiangang Cui
Optimization plays an important role in solving many inverse problems. Indeed, the task of inversion often either involves or is fully cast as a solution of an optimization problem…
math.OC2017
Approximate and Stochastic Greedy Optimization
Nan Ye, Peter Bartlett
We consider two greedy algorithms for minimizing a convex function in a bounded convex set: an algorithm by Jones [1992] and the Frank-Wolfe (FW) algorithm. We first consider appro…