most citedReliably Learning the ReLU in Polynomial Time

53 citations · 53 across the 3 of their papers we have counts for

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1 paper

cs.LG2016★ 53 cited

Reliably Learning the ReLU in Polynomial Time

Surbhi Goel, Varun Kanade, Adam Klivans +1

We give the first dimension-efficient algorithms for learning Rectified Linear Units (ReLUs), which are functions of the form $\mathbf{x} \mapsto \max(0, \mathbf{w} \cdot \mathbf{x…