Search Results for author: Yoshihiro Hayashi

Found 2 papers, 1 papers with code

Advancing Extrapolative Predictions of Material Properties through Learning to Learn

no code implementations25 Mar 2024 Kohei Noda, Araki Wakiuchi, Yoshihiro Hayashi, Ryo Yoshida

Recent advancements in machine learning have showcased its potential to significantly accelerate the discovery of new materials.

Meta-Learning Transfer Learning

Transfer learning with affine model transformation

1 code implementation NeurIPS 2023 Shunya Minami, Kenji Fukumizu, Yoshihiro Hayashi, Ryo Yoshida

Supervised transfer learning has received considerable attention due to its potential to boost the predictive power of machine learning in scenarios where data are scarce.

Transfer Learning

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