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03/04/2021
GenoML: Automated Machine Learning for Genomics
GenoML is a Python package automating machine learning workflows for gen...
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04/29/2020
Caramel: Accelerating Decentralized Distributed Deep Learning with Computation Scheduling
The method of choice for parameter aggregation in Deep Neural Network (D...
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03/08/2018
TicTac: Accelerating Distributed Deep Learning with Communication Scheduling
State-of-the-art deep learning systems rely on iterative distributed tra...
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03/08/2018
Communication Scheduling as a First-Class Citizen in Distributed Machine Learning Systems
State-of-the-art machine learning systems rely on graph-based models, wi...
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09/29/2017