60 citations · 290 across the 33 of their papers we have counts for
Showing 2020 · cs.LGShow all
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cs.LG2020★ 4 cited
A No-Free-Lunch Theorem for MultiTask Learning
Steve Hanneke, Samory Kpotufe
Multitask learning and related areas such as multi-source domain adaptation address modern settings where datasets from related distributions are to be combined towar…
cs.LG2020★ 16 cited
On the Value of Target Data in Transfer Learning
Steve Hanneke, Samory Kpotufe
We aim to understand the value of additional labeled or unlabeled target data in transfer learning, for any given amount of source data; this is motivated by practical questions ar…