29 citations · 88 across the 10 of their papers we have counts for
Showing 2016Show all
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stat.ML2016★ 17 cited
Minimax-optimal semi-supervised regression on unknown manifolds
Amit Moscovich, Ariel Jaffe, Boaz Nadler
We consider semi-supervised regression when the predictor variables are drawn from an unknown manifold. A simple two step approach to this problem is to: (i) estimate the manifold…
math.NA2016
The discrete sign problem: uniqueness, recovery algorithms and phase retrieval applications
Ben Leshem, Oren Raz, Ariel Jaffe +1
In this paper we consider the following real-valued and finite dimensional specific instance of the 1-D classical phase retrieval problem. Let be an -di…
stat.ML2016★ 29 cited
A Deep Learning Approach to Unsupervised Ensemble Learning
Uri Shaham, Xiuyuan Cheng, Omer Dror +4
We show how deep learning methods can be applied in the context of crowdsourcing and unsupervised ensemble learning. First, we prove that the popular model of Dawid and Skene, whic…