Concepedia

Mina Ghashami

MG

Statistics

Publications

5

Citations

237

H-Index

5

Active since

2013

Affiliations

University of Utah(Current)

Mina Ghashami is an author at University of Utah specializing in engineering, computational geometry, and computer science.

Top concepts

EngineeringComputer ScienceComputational GeometryData ScienceMachine LearningApproximation TheoryParallel ProgrammingComputational ComplexityMathematical ProgrammingCombinatorial Optimization

Publications per year

2013–2016

5

Publications

5

Frequent Directions: Simple and Deterministic Matrix Sketching

Mina Ghashami, Edo Liberty, Jeff M. Phillips et al. · SIAM Journal on Computing · 2016 · 139 citations

Mathematical Programming, Engineering, Frequent Directions +17

Relative Errors for Deterministic Low-Rank Matrix Approximations

Mina Ghashami, Jeff M. Phillips · 2013 · 35 citations · Full text

Efficient Frequent Directions Algorithm for Sparse Matrices

Mina Ghashami, Edo Liberty, Jeff M. Phillips · 2016 · 26 citations

Graph Sparsity, Engineering, Machine Learning +16

Improved Practical Matrix Sketching with Guarantees

Amey Desai, Mina Ghashami, Jeff M. Phillips · IEEE Transactions on Knowledge and Data Engineering · 2016 · 25 citations

Mathematical Programming, Cluster Computing, Engineering +23

Frequent Directions : Simple and Deterministic Matrix Sketching

Mina Ghashami, Edo Liberty, Jeff M. Phillips et al. · arXiv (Cornell University) · 2015 · 12 citations · Full text

1–5 of 5