Eugenia-Maria Kontopoulou
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A Randomized Algorithm for Approximating the Log Determinant of a Symmetric Positive Definite Matrix
C Boutsidis, P Drineas, P Kambadur, EM Kontopoulou, A Zouzias
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
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
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
Onomatology and content analysis of ergodic literature
EM Kontopoulou, M Predari, E Gallopoulos
Proceedings of the 3rd Narrative and Hypertext Workshop, 1-5, 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
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
Randomized Numerical Linear Algebra Approaches for Approximating Matrix Functions
EMS Kontopoulou
Purdue University, 2020
A Randomized Rounding Algorithm for Sparse PCA
EM Kontopoulou, K Fountoulakis, A Kundu, P Drineas
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