51 citations · 68 across the 22 of their papers we have counts for
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cs.LG2017★ 1 cited
Discriminative Learning of Prediction Intervals
Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov
In this work we consider the task of constructing prediction intervals in an inductive batch setting. We present a discriminative learning framework which optimizes the expected er…
cs.LG2017
Semi-Supervised Learning with Competitive Infection Models
Nir Rosenfeld, Amir Globerson
The goal in semi-supervised learning is to effectively combine labeled and unlabeled data. One way to do this is by encouraging smoothness across edges in a graph whose nodes corre…