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Picture for Davis Blalock

Multiplying Matrices Without Multiplying

Jun 21, 2021
Davis Blalock, John Guttag

* To appear at ICML 2021 

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Causally-motivated Shortcut Removal Using Auxiliary Labels

Jun 03, 2021
Maggie Makar, Ben Packer, Dan Moldovan, Davis Blalock, Yoni Halpern, Alexander D'Amour

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When and Why Test-Time Augmentation Works

Nov 23, 2020
Divya Shanmugam, Davis Blalock, Guha Balakrishnan, John Guttag

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What is the State of Neural Network Pruning?

Mar 06, 2020
Davis Blalock, Jose Javier Gonzalez Ortiz, Jonathan Frankle, John Guttag

* Published in Proceedings of Machine Learning and Systems 2020 (MLSys 2020) 

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Multiple Instance Learning for ECG Risk Stratification

Dec 02, 2018
Divya Shanmugam, Davis Blalock, Jen G. Gong, John Guttag

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/0101200 

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