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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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TicTac: Accelerating Distributed Deep Learning with Communication Scheduling

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

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Stochastic Variational Video Prediction

Mar 06, 2018
Mohammad Babaeizadeh, Chelsea Finn, Dumitru Erhan, Roy H. Campbell, Sergey Levine

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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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Fast Generation for Convolutional Autoregressive Models

Apr 20, 2017
Prajit Ramachandran, Tom Le Paine, Pooya Khorrami, Mohammad Babaeizadeh, Shiyu Chang, Yang Zhang, Mark A. Hasegawa-Johnson, Roy H. Campbell, Thomas S. Huang

* Accepted at ICLR 2017 Workshop 

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NoiseOut: A Simple Way to Prune Neural Networks

Nov 18, 2016
Mohammad Babaeizadeh, Paris Smaragdis, Roy H. Campbell

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