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Srinivas Eswar
Srinivas Eswar
Argonne National Laboratory
E-mail confirmado em anl.gov - Página inicial
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An initial characterization of the Emu Chick
E Hein, T Conte, J Young, S Eswar, J Li, P Lavin, R Vuduc, J Riedy
2018 IEEE International Parallel and Distributed Processing Symposium …, 2018
252018
PLANC: Parallel low-rank approximation with nonnegativity constraints
S Eswar, K Hayashi, G Ballard, R Kannan, MA Matheson, H Park
ACM Transactions on Mathematical Software (TOMS) 47 (3), 1-37, 2021
162021
Programming strategies for irregular algorithms on the emu chick
ER Hein, S Eswar, A Yaşar, J Li, JS Young, TM Conte, ÜV Çatalyürek, ...
ACM Transactions on Parallel Computing (TOPC) 7 (4), 1-25, 2020
162020
A microbenchmark characterization of the emu chick
JS Young, E Hein, S Eswar, P Lavin, J Li, J Riedy, R Vuduc, T Conte
Parallel Computing 87, 60-69, 2019
152019
An Alternating Rank-k Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization
D Chu, W Shi, S Eswar, H Park
SIAM Journal on Matrix Analysis and Applications 42 (4), 1451-1479, 2021
122021
Distributed-memory parallel symmetric nonnegative matrix factorization
S Eswar, K Hayashi, G Ballard, R Kannan, R Vuduc, H Park
SC20: International Conference for High Performance Computing, Networking …, 2020
82020
ORCA: Outlier detection and Robust Clustering for Attributed graphs
S Eswar, R Kannan, R Vuduc, H Park
Journal of Global Optimization 81 (4), 967-989, 2021
52021
Bayesian D-Optimal Experimental Designs via Column Subset Selection
S Eswar, V Rao, AK Saibaba
arXiv preprint arXiv:2402.16000, 2024
22024
Distributed-memory parallel jointnmf
S Eswar, B Cobb, K Hayashi, R Kannan, G Ballard, R Vuduc, H Park
Proceedings of the 37th International Conference on Supercomputing, 301-312, 2023
22023
Bayesian D-Optimal Experimental Designs via Column Subset Selection: The Power of Reweighted Sensors.
S Eswar, V Rao, AK Saibaba
arXiv preprint arXiv:2402.16000, 2024
12024
Self-stabilizing connected components
P Sao, C Engelmann, S Eswar, O Green, R Vuduc
2019 IEEE/ACM 9th Workshop on Fault Tolerance for HPC at eXtreme Scale (FTXS …, 2019
12019
On Rank Selection for Nonnegative Matrix Factorization
S Eswar, K Hayashi, B Cobb, R Kannan, G Ballard, R Vuduc, H Park
2024 IEEE International Conference on Big Data (BigData), 1294-1301, 2024
2024
Scalable Data Mining via Constrained Low Rank Approximation
S Eswar
Georgia Institute of Technology, 2022
2022
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