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20152019
most citedA Principled Approach for Learning Task Similarity in Multitask Learning

26 citations · 26 across the 3 of their papers we have counts for

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cs.LG2019★ 26 cited

A Principled Approach for Learning Task Similarity in Multitask Learning

Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille +2

Multitask learning aims at solving a set of related tasks simultaneously, by exploiting the shared knowledge for improving the performance on individual tasks. Hence, an important…

cs.LG2015

Efficient Learning of Ensembles with QuadBoost

Louis Fortier-Dubois, François Laviolette, Mario Marchand +2

We first present a general risk bound for ensembles that depends on the Lp norm of the weighted combination of voters which can be selected from a continuous set. We then propose a…