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Carleton Kingsford

2 accepted papers

2019

Collective Model Fusion for Multiple Black-Box Experts

ICML 2019oral

Model fusion is a fundamental problem in collec-tive machine learning (ML) where independentexperts with heterogeneous learning architecturesare required to combine expertise to improve pre-dictive performance. This is particularly chal-lenging in information-sensitive domains whereexperts do not ha…

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