Unsupervised Ensemble Regression

8 Mar 2017Omer DrorBoaz NadlerErhan BilalYuval 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 $x_j$. With no knowledge on the accuracy of the experts, is it still possible to accurately estimate the unknown responses $y_{j}$?.. (read more)

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