ENTITY Cameron--Martin

Cameron--Martin

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RESEARCH · CL_206402 · Aug 17 · 00:36

New operator-theoretic bounds for multitask deep learning

Researchers have developed operator-theoretic generalization bounds for deep multitask learning models. The approach represents network layers as Koopman composition operators within vector-valued reproducing kernel Hil…