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Deep Learning at 15PF: Supervised and Semi-Supervised Classification for Scientific Data


Aug 17, 2017
Thorsten Kurth, Jian Zhang, Nadathur Satish, Ioannis Mitliagkas, Evan Racah, Mostofa Ali Patwary, Tareq Malas, Narayanan Sundaram, Wahid Bhimji, Mikhail Smorkalov, Jack Deslippe, Mikhail Shiryaev, Srinivas Sridharan, Prabhat, Pradeep Dubey

* 12 pages, 9 figures 

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Parallelizing Word2Vec in Multi-Core and Many-Core Architectures


Dec 23, 2016
Shihao Ji, Nadathur Satish, Sheng Li, Pradeep Dubey

* NIPS Workshop on Efficient Methods for Deep Neural Networks (2016) 

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Parallelizing Word2Vec in Shared and Distributed Memory


Aug 08, 2016
Shihao Ji, Nadathur Satish, Sheng Li, Pradeep Dubey

* Added more results 

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BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies


Mar 31, 2016
Shihao Ji, S. V. N. Vishwanathan, Nadathur Satish, Michael J. Anderson, Pradeep Dubey

* Published as a conference paper at ICLR 2016 

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Scalable Bayesian Optimization Using Deep Neural Networks


Jul 13, 2015
Jasper Snoek, Oren Rippel, Kevin Swersky, Ryan Kiros, Nadathur Satish, Narayanan Sundaram, Md. Mostofa Ali Patwary, Prabhat, Ryan P. Adams


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