Search Results for author: Miguel Ruiz-Garcia

Found 2 papers, 1 papers with code

Model architecture can transform catastrophic forgetting into positive transfer

no code implementations9 Aug 2021 Miguel Ruiz-Garcia

This work emphasizes the importance that neural network architecture has for the emergence of catastrophic forgetting and introduces a neural network that is able to learn an algorithm.

Tilting the playing field: Dynamical loss functions for machine learning

1 code implementation7 Feb 2021 Miguel Ruiz-Garcia, Ge Zhang, Samuel S. Schoenholz, Andrea J. Liu

In underparameterized networks, such dynamical loss functions can lead to successful training for networks that fail to find a deep minima of the standard cross-entropy loss.

BIG-bench Machine Learning

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