Ethan Caballero

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

Out-of-Distribution Generalization; Scaling Laws



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


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


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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