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