フォロー
Ethan Caballero
Ethan Caballero
Mila (Montreal Institute for Learning Algorithms)
確認したメール アドレス: mila.quebec - ホームページ
タイトル
引用先
引用先
Out-of-distribution generalization via risk extrapolation (rex)
D Krueger, E Caballero, JH Jacobsen, A Zhang, J Binas, D Zhang, ...
International Conference on Machine Learning, 5815-5826, 2021
8112021
Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization
K Ahuja, E Caballero, D Zhang, Y Bengio, I Mitliagkas, I Rish
Advances in Neural Information Processing Systems, 2021
2242021
In search of robust measures of generalization
GK Dziugaite, A Drouin, B Neal, N Rajkumar, E Caballero, L Wang, ...
Advances in Neural Information Processing Systems, 2020
952020
Broken Neural Scaling Laws
E Caballero, K Gupta, I Rish, D Krueger
International Conference on Learning Representations (ICLR) 2023, 2022
512022
Scaling Laws for the Out-of-Distribution Generalization of Image Classifiers
G Prato, S Guiroy, E Caballero, I Rish, S Chandar
8*
(Out-of-distribution?) generalization in deep learning
E Caballero
2022
Scaling Laws for the Out-of-Distribution Generalization of Image Classifiers
G Prato, S Guiroy, E Caballero, I Rish, S Chandar
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論文 1–7