15 citations · 29 across the 4 of their papers we have counts for
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stat.ML2011★ 12 cited
Multi-Task Averaging
Sergey Feldman, Bela A. Frigyik, Maya R. Gupta
We present a multi-task learning approach to jointly estimate the means of multiple independent data sets. The proposed multi-task averaging (MTA) algorithm results in a convex com…
stat.ML2011
Bounds on the Bayes Error Given Moments
Bela A. Frigyik, Maya R. Gupta
We show how to compute lower bounds for the supremum Bayes error if the class-conditional distributions must satisfy moment constraints, where the supremum is with respect to the u…