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20142026
most citedDeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network

2.1k citations · 2.4k across the 35 of their papers we have counts for

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Showing 2015Show all

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stat.ML2015★ 204 cited

Provable approximation properties for deep neural networks

Uri Shaham, Alexander Cloninger, Ronald R. Coifman

We discuss approximation of functions using deep neural nets. Given a function on a -dimensional manifold , we construct a sparsely-connected depth-4…

stat.ML2015

Bigeometric Organization of Deep Nets

Alexander Cloninger, Ronald R. Coifman, Nicholas Downing +1

In this paper, we build an organization of high-dimensional datasets that cannot be cleanly embedded into a low-dimensional representation due to missing entries and a subset of th…