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Maithra Raghu

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Transfusion: Understanding Transfer Learning with Applications to Medical Imaging

Feb 14, 2019
Maithra Raghu, Chiyuan Zhang, Jon Kleinberg, Samy Bengio

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Insights on representational similarity in neural networks with canonical correlation

Oct 23, 2018
Ari S. Morcos, Maithra Raghu, Samy Bengio

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Direct Uncertainty Prediction for Medical Second Opinions

Sep 13, 2018
Maithra Raghu, Katy Blumer, Rory Sayres, Ziad Obermeyer, Sendhil Mullainathan, Jon Kleinberg

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Adversarial Spheres

Sep 10, 2018
Justin Gilmer, Luke Metz, Fartash Faghri, Samuel S. Schoenholz, Maithra Raghu, Martin Wattenberg, Ian Goodfellow

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Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games?

Jun 29, 2018
Maithra Raghu, Alex Irpan, Jacob Andreas, Robert Kleinberg, Quoc V. Le, Jon Kleinberg

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SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability

Nov 08, 2017
Maithra Raghu, Justin Gilmer, Jason Yosinski, Jascha Sohl-Dickstein

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On the Expressive Power of Deep Neural Networks

Jun 18, 2017
Maithra Raghu, Ben Poole, Jon Kleinberg, Surya Ganguli, Jascha Sohl-Dickstein

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Linear Additive Markov Processes

Apr 05, 2017
Ravi Kumar, Maithra Raghu, Tamas Sarlos, Andrew Tomkins

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Survey of Expressivity in Deep Neural Networks

Nov 24, 2016
Maithra Raghu, Ben Poole, Jon Kleinberg, Surya Ganguli, Jascha Sohl-Dickstein

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Exponential expressivity in deep neural networks through transient chaos

Jun 17, 2016
Ben Poole, Subhaneil Lahiri, Maithra Raghu, Jascha Sohl-Dickstein, Surya Ganguli

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