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Ethan Caballero
Ethan Caballero
Mila (Montreal Institute for Learning Algorithms)
Verified email at mila.quebec - Homepage
Title
Cited by
Cited by
Year
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
3042021
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
532021
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
452020
Scaling Laws for the Out-of-Distribution Generalization of Image Classifiers
G Prato, S Guiroy, E Caballero, I Rish, S Chandar
3*
Broken Neural Scaling Laws
E Caballero, K Gupta, I Rish, D Krueger
arXiv preprint arXiv:2210.14891, 2022
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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Articles 1–6