Ethan Caballero

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Ethan Caballero
AGI Whisperer, Student, Université de Montréal
Ethan Caballero

Out-of-Distribution Generalization; Scaling Laws

Publications

2021-06

Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization.
Kartik Ahuja, Ethan Caballero, Dinghuai Zhang, Yoshua Bengio, Ioannis Mitliagkas and Irina Rish
arXiv preprint arXiv:2106.06607
(2021-06-11)
dblp.uni-trier.dePDF

2021-05

Out-of-Distribution Generalization via Risk Extrapolation (REx)
David Krueger, Ethan Caballero, Joern-Henrik Jacobsen, Amy Zhang, Jonathan Binas, Dinghuai Zhang, Remi Le Priol and Aaron Courville

2020-01

In search of robust measures of generalization
Gintare Karolina Dziugaite, Alexandre Drouin, Brady Neal, Nitarshan Rajkumar, Ethan Caballero, Linbo Wang, Ioannis Mitliagkas and Daniel M. Roy

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