38 citations · 77 across the 21 of their papers we have counts for
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math.OC2018★ 1 cited
Higher-Order Cone Programming
Lijun Ding, Lek-Heng Lim
We introduce a conic embedding condition that gives a hierarchy of cones and cone programs. This condition is satisfied by a large number of convex cones including the cone of copo…
math.OC2018
Frank-Wolfe Style Algorithms for Large Scale Optimization
Lijun Ding, Madeleine Udell
We introduce a few variants on Frank-Wolfe style algorithms suitable for large scale optimization. We show how to modify the standard Frank-Wolfe algorithm using stochastic gradien…