עקוב אחר
Ethan Caballero
Ethan Caballero
Mila (Montreal Institute for Learning Algorithms)
כתובת אימייל מאומתת בדומיין mila.quebec - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
9312021
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
2642021
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
1092020
Broken Neural Scaling Laws‏
E Caballero, K Gupta, I Rish, D Krueger‏
International Conference on Learning Representations (ICLR) 2023, 2022‏
682022
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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מאמרים 1–7