Author

Zahin Sufiyan

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A Task-Level Explanation Framework for Meta-Learning Algorithms

This work introduces TLXML (Task-Level eXplanation of Meta-Learning), a novel framework that extends influence functions to meta-learning settings, enabling task-level explanations of adaptation and inference, and proposes a Gauss-Newton-based approximation.

Yoshihiro Mitsuka, Shadan Golestan, Zahin Sufiyan et al. · 0 citations