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Ethan Caballero
Ethan Caballero
Mila (Montreal Institute for Learning Algorithms)
Geverifieerd e-mailadres voor mila.quebec - Homepage
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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
7972021
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
2112021
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
932020
Broken Neural Scaling Laws
E Caballero, K Gupta, I Rish, D Krueger
International Conference on Learning Representations (ICLR) 2023, 2022
502022
Scaling Laws for the Out-of-Distribution Generalization of Image Classifiers
G Prato, S Guiroy, E Caballero, I Rish, S Chandar
8*
Scaling Laws for the Out-of-Distribution Generalization of Image Classifiers
G Prato, S Guiroy, E Caballero, I Rish, S Chandar
1*
(Out-of-distribution?) generalization in deep learning
E Caballero
2022
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Artikelen 1–7