Generalization through the lens of learning dynamics

<p>A machine learning (ML) system must learn not only to match the output of a target function on a training set, but also to generalize to novel situations in order to yield accurate predictions at deployment. In most practical applications, the user cannot exhaustively enumerate every possib...

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Bibliografske podrobnosti
Glavni avtor: Lyle, C
Drugi avtorji: Gal, Y
Format: Thesis
Jezik:English
Izdano: 2022
Teme: