Mina Ghashami
Publications by Year
Research Areas
Stochastic Gradient Optimization Techniques, Sparse and Compressive Sensing Techniques, Topic Modeling, Natural Language Processing Techniques, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → Frequent Directions: Simple and Deterministic Matrix Sketching(2016)141 cited
- → Relative Errors for Deterministic Low-Rank Matrix Approximations(2013)35 cited
- → Improved Practical Matrix Sketching with Guarantees(2016)26 cited
- → Efficient Frequent Directions Algorithm for Sparse Matrices(2016)26 cited
- → Frequent Directions : Simple and Deterministic Matrix Sketching(2015)12 cited
- → Continuous matrix approximation on distributed data(2014)6 cited
- → Streaming Kernel Principal Component Analysis(2015)3 cited
- → Binary Coding in Stream(2015)3 cited