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Analytical Characterization and Design Space Exploration for Optimization of CNNs



Rui Li , Yufan Xu , Aravind Sukumaran-Rajam , Atanas Rountev , P. Sadayappan


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PL-NMF: Parallel Locality-Optimized Non-negative Matrix Factorization



Gordon E. Moon , Aravind Sukumaran-Rajam , Srinivasan Parthasarathy , P. Sadayappan

* 11 pages, 5 tables, 9 figures 

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ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation



Jiankai Sun , Bortik Bandyopadhyay , Armin Bashizade , Jiongqian Liang , P. Sadayappan , Srinivasan Parthasarathy

* has been accepted to the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), acceptance rate: 1150/7095 = 16.2% 

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