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Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization

Jun 11, 2021
Kartik Ahuja, Ethan Caballero, Dinghuai Zhang, Yoshua Bengio, Ioannis Mitliagkas, Irina Rish

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In Search of Robust Measures of Generalization

Oct 22, 2020
Gintare Karolina Dziugaite, Alexandre Drouin, Brady Neal, Nitarshan Rajkumar, Ethan Caballero, Linbo Wang, Ioannis Mitliagkas, Daniel M. Roy

* 27 pages, 11 figures, 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada 

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Out-of-Distribution Generalization via Risk Extrapolation (REx)

Mar 13, 2020
David Krueger, Ethan Caballero, Joern-Henrik Jacobsen, Amy Zhang, Jonathan Binas, Remi Le Priol, Aaron Courville

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Skip-Thought Memory Networks

Nov 24, 2015
Ethan Caballero

* Removed by arXiv administrators because submission violated the terms of arXiv's license agreement 

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