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20152026
most citedSpurious Local Minima are Common in Two-Layer ReLU Neural Networks

142 citations · 330 across the 18 of their papers we have counts for

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cs.LG2016★ 98 cited

Depth-Width Tradeoffs in Approximating Natural Functions with Neural Networks

Itay Safran, Ohad Shamir

We provide several new depth-based separation results for feed-forward neural networks, proving that various types of simple and natural functions can be better approximated using…