Concepedia

Shashanka Ubaru

SU

Statistics

Publications

12

Citations

385

H-Index

11

Active since

2015

Affiliations

University of Minnesota(Current)

Twin Cities Orthopedics

The University of Melbourne

Shashanka Ubaru is an author at University of Minnesota specializing in computing, computer science, and machine learning.

Publications per year

2015–2022

12

Publications

12

Fast Estimation of $tr(f(A))$ via Stochastic Lanczos Quadrature

Shashanka Ubaru, Jie Chen, Yousef Saad · SIAM Journal on Matrix Analysis and Applications · 2017 · 169 citations

Computing, Computer Science, Mathematics +14

Formation enthalpies for transition metal alloys using machine learning

Shashanka Ubaru, Agnieszka Międlar, Yousef Saad et al. · Physical review. B./Physical review. B · 2017 · 34 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Efficient scaling of dynamic graph neural networks

Venkatesan T. Chakaravarthy, Shivmaran S. Pandian, Saurabh Raje et al. · 2021 · 33 citations · Full text

Computing, Computer Engineering, Computer Science +17

Fast methods for estimating the numerical rank of large matrices

Shashanka Ubaru, Yousef Saad · International Conference on Machine Learning · 2016 · 30 citations

Natural Sciences, Computer Science, Physics +17

Improving the Incoherence of a Learned Dictionary via Rank Shrinkage

Shashanka Ubaru, Abd‐Krim Seghouane, Yousef Saad · Neural Computation · 2016 · 23 citations

Computing, Computer Science, Electrical Engineering +16

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