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Minimum-Distortion Embedding


Mar 20, 2021
Akshay Agrawal, Alnur Ali, Stephen Boyd


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Robust Validation: Confident Predictions Even When Distributions Shift


Aug 10, 2020
Maxime Cauchois, Suyash Gupta, Alnur Ali, John C. Duchi

* 35 pages, 6 figures 

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The Implicit Regularization of Stochastic Gradient Flow for Least Squares


Mar 17, 2020
Alnur Ali, Edgar Dobriban, Ryan J. Tibshirani


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A Continuous-Time View of Early Stopping for Least Squares Regression


Oct 23, 2018
Alnur Ali, J. Zico Kolter, Ryan J. Tibshirani


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Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation


Apr 08, 2018
Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluc, Dmitriy Morozov, Leonid Oliker, Katherine Yelick, Sang-Yun Oh

* Main paper: 15 pages, appendix: 24 pages 

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