60 citations · 171 across the 27 of their papers we have counts for
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cs.LG2014★ 49 cited
Fast Rates by Transferring from Auxiliary Hypotheses
Ilja Kuzborskij, Francesco Orabona
In this work we consider the learning setting where, in addition to the training set, the learner receives a collection of auxiliary hypotheses originating from other tasks. We foc…
cs.CV2014★ 12 cited
Scalable Greedy Algorithms for Transfer Learning
Ilja Kuzborskij, Francesco Orabona, Barbara Caputo
In this paper we consider the binary transfer learning problem, focusing on how to select and combine sources from a large pool to yield a good performance on a target task. Constr…