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05/02/2019
On Linear Learning with Manycore Processors
A new generation of manycore processors is on the rise that offers dozen...
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11/05/2018
Parallel training of linear models without compromising convergence
In this paper we analyze, evaluate, and improve the performance of train...
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06/20/2018
A Distributed Second-Order Algorithm You Can Trust
Due to the rapid growth of data and computational resources, distributed...
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03/16/2018
Snap Machine Learning
We describe an efficient, scalable machine learning library that enables...
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11/20/2017
Linear-Complexity Relaxed Word Mover's Distance with GPU Acceleration
The amount of unstructured text-based data is growing every day. Queryin...
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08/17/2017