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GenoML: Automated Machine Learning for Genomics


Mar 04, 2021
Mary B. Makarious, Hampton L. Leonard, Dan Vitale, Hirotaka Iwaki, David Saffo, Lana Sargent, Anant Dadu, Eduardo Salmerón Castaño, John F. Carter, Melina Maleknia, Juan A. Botia, Cornelis Blauwendraat, Roy H. Campbell, Sayed Hadi Hashemi, Andrew B. Singleton, Mike A. Nalls, Faraz Faghri


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Caramel: Accelerating Decentralized Distributed Deep Learning with Computation Scheduling


Apr 29, 2020
Sayed Hadi Hashemi, Sangeetha Abdu Jyothi, Brighten Godfrey, Roy Campbell


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TicTac: Accelerating Distributed Deep Learning with Communication Scheduling


Oct 04, 2018
Sayed Hadi Hashemi, Sangeetha Abdu Jyothi, Roy H. Campbell


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Toward Scalable Machine Learning and Data Mining: the Bioinformatics Case


Sep 29, 2017
Faraz Faghri, Sayed Hadi Hashemi, Mohammad Babaeizadeh, Mike A. Nalls, Saurabh Sinha, Roy H. Campbell


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