A Randomized Algorithm for Approximating the Log Determinant of a Symmetric Positive Definite Matrix C Boutsidis, P Drineas, P Kambadur, EM Kontopoulou, A Zouzias | 82 | 2016 |

Structural convergence results for approximation of dominant subspaces from block Krylov spaces P Drineas, ICF Ipsen, EM Kontopoulou, M Magdon-Ismail SIAM Journal on Matrix Analysis and Applications 39 (2), 567-586, 2018 | 44 | 2018 |

TeraPCA: a fast and scalable software package to study genetic variation in tera-scale genotypes A Bose, V Kalantzis, EM Kontopoulou, M Elkady, P Paschou, P Drineas Bioinformatics 35 (19), 3679-3683, 2019 | 41 | 2019 |

Randomized linear algebra approaches to estimate the von neumann entropy of density matrices EM Kontopoulou, GP Dexter, W Szpankowski, A Grama, P Drineas IEEE transactions on information theory 66 (8), 5003-5021, 2020 | 21 | 2020 |

Onomatology and content analysis of ergodic literature EM Kontopoulou, M Predari, E Gallopoulos Proceedings of the 3rd Narrative and Hypertext Workshop, 1-5, 2013 | 13 | 2013 |

A randomized rounding algorithm for sparse PCA K Fountoulakis, A Kundu, EM Kontopoulou, P Drineas ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (3), 1-26, 2017 | 9 | 2017 |

Graph and matrix metrics to analyze ergodic literature for children EM Kontopoulou, M Predari, T Kostakis, E Gallopoulos Proceedings of the 23rd ACM conference on Hypertext and social media, 133-142, 2012 | 7 | 2012 |

Randomized Numerical Linear Algebra Approaches for Approximating Matrix Functions EMS Kontopoulou Purdue University, 2020 | | 2020 |

A Randomized Rounding Algorithm for Sparse PCA EM Kontopoulou, K Fountoulakis, A Kundu, P Drineas | | |