Srinivas Eswar

20 papers A 2B 2Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bayesian D-Optimal Experimental Designs via Column Subset Selection.
SIAM J. Sci. Comput.
Srinivas Eswar, Vishwas Rao, Arvind K. Saibaba
2025 B conf
Brief Announcement: Optimality Conditions for Parallel Communication-Avoiding Matrix Multiplication with Overlapped Communication.
SPAA
Mikhail Isaev, Srinivas Eswar, Richard W. Vuduc
2025 J jnl
Matrix-free Neural Preconditioner for the Dirac Operator in Lattice Gauge Theory.
CoRR
Yixuan Sun, Srinivas Eswar, Yin Lin, William Detmold, Phiala E. Shanahan, Xiaoye Li, Yang Liu, Prasanna Balaprakash
2025 J jnl
Structured Column Subset Selection for Bayesian Optimal Experimental Design.
CoRR
Hugo Díaz, Arvind K. Saibaba, Srinivas Eswar, Vishwas Rao, Zichao Wendy Di
2024 J jnl
Bayesian D-Optimal Experimental Designs via Column Subset Selection: The Power of Reweighted Sensors.
CoRR
Srinivas Eswar, Vishwas Rao, Arvind K. Saibaba
2024 B conf
On Rank Selection for Nonnegative Matrix Factorization.
IEEE Big Data
Srinivas Eswar, Koby Hayashi, Benjamin Cobb, Ramakrishnan Kannan, Grey Ballard, Richard W. Vuduc, Haesun Park
2023 A conf
Distributed-Memory Parallel JointNMF.
ICS
Srinivas Eswar, Benjamin Cobb, Koby Hayashi, Ramakrishnan Kannan, Grey Ballard, Richard W. Vuduc, Haesun Park
2022 — —
Scalable Data Mining via Constrained Low Rank Approximation.
Srinivas Eswar
2021 J jnl
An Alternating Rank-
SIAM J. Matrix Anal. Appl.
Delin Chu, Weya Shi, Srinivas Eswar, Haesun Park
2021 J jnl
ORCA: Outlier detection and Robust Clustering for Attributed graphs.
J. Glob. Optim.
Srinivas Eswar, Ramakrishnan Kannan, Richard W. Vuduc, Haesun Park
2021 J jnl
PLANC: Parallel Low-rank Approximation with Nonnegativity Constraints.
ACM Trans. Math. Softw.
Srinivas Eswar, Koby Hayashi, Grey Ballard, Ramakrishnan Kannan, Michael A. Matheson, Haesun Park
2020 J jnl
An Alternating Rank-K Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization.
CoRR
Delin Chu, Wenya Shi, Srinivas Eswar, Haesun Park
2020 A conf
Distributed-memory parallel symmetric nonnegative matrix factorization.
SC
Srinivas Eswar, Koby Hayashi, Grey Ballard, Ramakrishnan Kannan, Richard W. Vuduc, Haesun Park
2020 J jnl
Programming Strategies for Irregular Algorithms on the Emu Chick.
ACM Trans. Parallel Comput.
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
2019 J jnl
A microbenchmark characterization of the Emu chick.
Parallel Comput.
Jeffrey S. Young, Eric R. Hein, Srinivas Eswar, Patrick Lavin, Jiajia Li, E. Jason Riedy, Richard W. Vuduc, Tom Conte
2019 J jnl
PLANC: Parallel Low Rank Approximation with Non-negativity Constraints.
CoRR
Srinivas Eswar, Koby Hayashi, Grey Ballard, Ramakrishnan Kannan, Michael A. Matheson, Haesun Park
2019 J jnl
Programming Strategies for Irregular Algorithms on the Emu Chick.
CoRR
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
2019 — conf
Self-stabilizing Connected Components.
FTXS@SC
Piyush Sao, Christian Engelmann, Srinivas Eswar, Oded Green, Richard W. Vuduc
2018 J jnl
A Microbenchmark Characterization of the Emu Chick.
CoRR
Jeffrey Young, Eric R. Hein, Srinivas Eswar, Patrick Lavin, Jiajia Li, E. Jason Riedy, Richard W. Vuduc, Tom Conte
2018 — conf
An Initial Characterization of the Emu Chick.
IPDPS Workshops
Eric R. Hein, Tom Conte, Jeffrey Young, Srinivas Eswar, Jiajia Li, Patrick Lavin, Richard W. Vuduc, E. Jason Riedy