64 citations · 285 across the 26 of their papers we have counts for
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stat.ML2016★ 4 cited
Initialization and Coordinate Optimization for Multi-way Matching
Da Tang, Tony Jebara
We consider the problem of consistently matching multiple sets of elements to each other, which is a common task in fields such as computer vision. To solve the underlying NP-hard…
math.OC2016★ 20 cited
Frank-Wolfe Algorithms for Saddle Point Problems
Gauthier Gidel, Tony Jebara, Simon Lacoste-Julien
We extend the Frank-Wolfe (FW) optimization algorithm to solve constrained smooth convex-concave saddle point (SP) problems. Remarkably, the method only requires access to linear m…