|Scalable Bayesian Optimization Using Deep Neural Networks|
J Snoek, O Rippel, K Swersky, R Kiros, N Satish, N Sundaram, M Patwary, ...
arXiv preprint arXiv:1502.05700, 2015
|Twitter trending topic classification|
K Lee, D Palsetia, R Narayanan, MMA Patwary, A Agrawal, A Choudhary
Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on …, 2011
|GraphMat: High performance graph analytics made productive|
N Sundaram, N Satish, MMA Patwary, SR Dulloor, MJ Anderson, ...
Proceedings of the VLDB Endowment 8 (11), 1214-1225, 2015
|Navigating the maze of graph analytics frameworks using massive graph datasets|
N Satish, N Sundaram, MMA Patwary, J Seo, J Park, MA Hassaan, ...
Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014
|A new scalable parallel DBSCAN algorithm using the disjoint-set data structure|
MMA Patwary, D Palsetia, A Agrawal, W Liao, F Manne, A Choudhary
SC'12: Proceedings of the International Conference on High Performance …, 2012
|Deep Learning Scaling is Predictable, Empirically|
J Hestness, S Narang, N Ardalani, G Diamos, H Jun, H Kianinejad, ...
arXiv preprint arXiv:1712.00409, 2017
|Fast Algorithms for the Maximum Clique Problem on Massive Sparse Graphs|
B Pattabiraman, M Patwary, M Ali, AH Gebremedhin, W Liao, ...
arXiv preprint arXiv:1209.5818, 2012
|Megatron-LM: Training Multi-Billion Parameter Language Models Using GPU Model Parallelism|
M Shoeybi, M Patwary, R Puri, P LeGresley, J Casper, B Catanzaro
arXiv preprint arXiv:1909.08053, 2019
|Fast maximum clique algorithms for large graphs|
RA Rossi, DF Gleich, AH Gebremedhin, MMA Patwary
Proceedings of the companion publication of the 23rd international …, 2014
|ColPack: Software for graph coloring and related problems in scientific computing|
AH Gebremedhin, D Nguyen, MMA Patwary, A Pothen
ACM Transactions on Mathematical Software (TOMS) 40 (1), 1-31, 2013
|Deep learning at 15PF: supervised and semi-supervised classification for scientific data|
T Kurth, J Zhang, N Satish, E Racah, I Mitliagkas, MMA Patwary, T Malas, ...
Proceedings of the International Conference for High Performance Computing …, 2017
|Sorting data and merging sorted data in an instruction set architecture|
AK Mishra, DT Marr, JS Park, NR Satish, M Smelyanskiy, M Anderson, ...
US Patent App. 10/198,264, 2019
|Parallel efficient sparse matrix-matrix multiplication on multicore platforms|
MMA Patwary, NR Satish, N Sundaram, J Park, MJ Anderson, ...
International Conference on High Performance Computing, 48-57, 2015
|Efficient shared-memory implementation of high-performance conjugate gradient benchmark and its application to unstructured matrices|
J Park, M Smelyanskiy, K Vaidyanathan, A Heinecke, DD Kalamkar, X Liu, ...
High Performance Computing, Networking, Storage and Analysis, SC14 …, 2014
|Scalable parallel OPTICS data clustering using graph algorithmic techniques|
MA Patwary, D Palsetia, A Agrawal, W Liao, F Manne, A Choudhary
Proceedings of SC13: International Conference for High Performance Computing …, 2013
|Experiments on union-find algorithms for the disjoint-set data structure|
M Patwary, J Blair, F Manne
Experimental Algorithms, 411-423, 2010
|Multi-core spanning forest algorithms using the disjoint-set data structure|
M Patwary, M Ali, P Refsnes, F Manne
Parallel & Distributed Processing Symposium (IPDPS), 2012 IEEE 26th …, 2012
|Graphpad: Optimized graph primitives for parallel and distributed platforms|
MJ Anderson, N Sundaram, N Satish, MMA Patwary, TL Willke, P Dubey
2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2016
|Pardicle: Parallel approximate density-based clustering|
MMA Patwary, N Satish, N Sundaram, F Manne, S Habib, P Dubey
SC'14: Proceedings of the International Conference for High Performance …, 2014
|Parallel greedy graph matching using an edge partitioning approach|
MMA Patwary, RH Bisseling, F Manne
Proceedings of the fourth international workshop on High-level parallel …, 2010