Search Results for author: Omer Dror

Found 2 papers, 1 papers with code

Unsupervised Ensemble Regression

no code implementations8 Mar 2017 Omer Dror, Boaz Nadler, Erhan Bilal, Yuval Kluger

Consider a regression problem where there is no labeled data and the only observations are the predictions $f_i(x_j)$ of $m$ experts $f_{i}$ over many samples $x_j$.

regression

A Deep Learning Approach to Unsupervised Ensemble Learning

1 code implementation6 Feb 2016 Uri Shaham, Xiuyuan Cheng, Omer Dror, Ariel Jaffe, Boaz Nadler, Joseph Chang, Yuval Kluger

We show how deep learning methods can be applied in the context of crowdsourcing and unsupervised ensemble learning.

Ensemble Learning

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