Srinivas Eswar

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Data Representation

Nonnegative Matrix Factorization

Experimental Designs

Top Venues

ACM Trans. Parallel Comput.

SIAM J. Matrix Anal. Appl.

ACM Trans. Math. Softw.

Publications

Srinivas Eswar, Vishwas Rao, Arvind K. Saibaba
Bayesian D-Optimal Experimental Designs via Column Subset Selection: The Power of Reweighted Sensors. CoRR (2024)
Srinivas Eswar, Benjamin Cobb, Koby Hayashi, Ramakrishnan Kannan, Grey Ballard, Richard W. Vuduc, Haesun Park
Distributed-Memory Parallel JointNMF. ICS (2023)
Srinivas Eswar, Ramakrishnan Kannan, Richard W. Vuduc, Haesun Park
ORCA: Outlier detection and Robust Clustering for Attributed graphs. J. Glob. Optim. 81 (4) (2021)
Delin Chu, Weya Shi, Srinivas Eswar, Haesun Park
Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization. SIAM J. Matrix Anal. Appl. 42 (4) (2021)
Srinivas Eswar, Koby Hayashi, Grey Ballard, Ramakrishnan Kannan, Michael A. Matheson, Haesun Park
PLANC: Parallel Low-rank Approximation with Nonnegativity Constraints. ACM Trans. Math. Softw. 47 (3) (2021)
Delin Chu, Wenya Shi, Srinivas Eswar, Haesun Park
An Alternating Rank-K Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization. CoRR (2020)
Srinivas Eswar, Koby Hayashi, Grey Ballard, Ramakrishnan Kannan, Richard W. Vuduc, Haesun Park
Distributed-memory parallel symmetric nonnegative matrix factorization. SC (2020)
Eric R. Hein, Srinivas Eswar, Abdurrahman Yasar, Jiajia Li, Jeffrey S. Young, Thomas M. Conte, Ümit V. Çatalyürek, Richard W. Vuduc, E. Jason Riedy, Bora Uçar
Programming Strategies for Irregular Algorithms on the Emu Chick. ACM Trans. Parallel Comput. 7 (4) (2020)
Eric R. Hein, Srinivas Eswar, Abdurrahman Yasar, Jiajia Li, Jeffrey S. Young, Thomas M. Conte, Ümit V. Çatalyürek, Rich Vuduc, E. Jason Riedy, Bora Uçar
Programming Strategies for Irregular Algorithms on the Emu Chick. CoRR (2019)
Piyush Sao, Christian Engelmann, Srinivas Eswar, Oded Green, Richard W. Vuduc
Self-stabilizing Connected Components. FTXS@SC (2019)
Srinivas Eswar, Koby Hayashi, Grey Ballard, Ramakrishnan Kannan, Michael A. Matheson, Haesun Park
PLANC: Parallel Low Rank Approximation with Non-negativity Constraints. CoRR (2019)
Jeffrey S. Young, Eric R. Hein, Srinivas Eswar, Patrick Lavin, Jiajia Li, E. Jason Riedy, Richard W. Vuduc, Tom Conte
A microbenchmark characterization of the Emu chick. Parallel Comput. 87 (2019)
Eric R. Hein, Tom Conte, Jeffrey Young, Srinivas Eswar, Jiajia Li, Patrick Lavin, Richard W. Vuduc, E. Jason Riedy
An Initial Characterization of the Emu Chick. IPDPS Workshops (2018)
Jeffrey Young, Eric R. Hein, Srinivas Eswar, Patrick Lavin, Jiajia Li, E. Jason Riedy, Richard W. Vuduc, Tom Conte
A Microbenchmark Characterization of the Emu Chick. CoRR (2018)