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Agnostic Learning of General ReLU Activation Using Gradient Descent


Aug 04, 2022
Pranjal Awasthi, Alex Tang, Aravindan Vijayaraghavan

* 28 oages 

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Efficient Algorithms for Learning Depth-2 Neural Networks with General ReLU Activations


Aug 01, 2021
Pranjal Awasthi, Alex Tang, Aravindan Vijayaraghavan

* 45 pages (including appendix). This version fixes an error in the previous version of the paper 

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Amazon SageMaker Autopilot: a white box AutoML solution at scale


Dec 16, 2020
Piali Das, Valerio Perrone, Nikita Ivkin, Tanya Bansal, Zohar Karnin, Huibin Shen, Iaroslav Shcherbatyi, Yotam Elor, Wilton Wu, Aida Zolic, Thibaut Lienart, Alex Tang, Amr Ahmed, Jean Baptiste Faddoul, Rodolphe Jenatton, Fela Winkelmolen, Philip Gautier, Leo Dirac, Andre Perunicic, Miroslav Miladinovic, Giovanni Zappella, Cédric Archambeau, Matthias Seeger, Bhaskar Dutt, Laurence Rouesnel


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