Edo Liberty
Publications by Year
Research Areas
Sparse and Compressive Sensing Techniques, Stochastic Gradient Optimization Techniques, Data Management and Algorithms, Complexity and Algorithms in Graphs, Machine Learning and Algorithms
Most-Cited Works
- → Randomized algorithms for the low-rank approximation of matrices(2007)559 cited
- → A fast randomized algorithm for the approximation of matrices(2007)271 cited
- → Simple and deterministic matrix sketching(2013)266 cited
- → Fast Dimension Reduction Using Rademacher Series on Dual BCH Codes(2008)201 cited
- → Frequent Directions: Simple and Deterministic Matrix Sketching(2016)141 cited
- → Estimating sizes of social networks via biased sampling(2011)134 cited
- → An Almost Optimal Unrestricted Fast Johnson-Lindenstrauss Transform(2013)109 cited
- → Elastic Machine Learning Algorithms in Amazon SageMaker(2020)101 cited
- → Optimal Quantile Approximation in Streams(2016)88 cited
- → An Algorithm for Online K-Means Clustering(2015)83 cited