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20142022
most citedToward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity

187 citations · 529 across the 15 of their papers we have counts for

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cs.DS2014

A sub-constant improvement in approximating the positive semidefinite Grothendieck problem

Roy Frostig, Sida I. Wang

Semidefinite relaxations are a powerful tool for approximately solving combinatorial optimization problems such as MAX-CUT and the Grothendieck problem. By exploiting a bounded ran…