Anastasios Zouzias
Anastasios Zouzias
Department of Computer Science, University of Toronto
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Randomized Dimensionality Reduction for-Means Clustering
C Boutsidis, A Zouzias, MW Mahoney, P Drineas
IEEE Transactions on Information Theory 61 (2), 1045-1062, 2014
Randomized extended Kaczmarz for solving least-squares
A Zouzias, N Freris
SIAM Journal on Matrix Analysis and Applications 34 (2), 773–793, 2012
Random Projections for K-means Clustering
C Boutsidis, A Zouzias, P Drineas
Advances in Neural Information Processing Systems, 2010, 2010
A note on element-wise matrix sparsification via a matrix-valued Bernstein inequality
P Drineas, A Zouzias
Information Processing Letters 111 (8), 385-389, 2011
Randomized block Kaczmarz method with projection for solving least squares
D Needell, R Zhao, A Zouzias
Linear Algebra and its Applications 484, 322-343, 2015
Fast distributed smoothing of relative measurements
NM Freris, A Zouzias
2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 1411-1416, 2012
A randomized algorithm for approximating the log determinant of a symmetric positive definite matrix
C Boutsidis, P Drineas, P Kambadur, EM Kontopoulou, A Zouzias
Linear Algebra and its Applications 533, 95-117, 2017
Efficient dimensionality reduction for canonical correlation analysis
H Avron, C Boutsidis, S Toledo, A Zouzias
International Conference on Machine Learning (ICML 2013), 2012
Low rank matrix-valued chernoff bounds and approximate matrix multiplication
A Magen, A Zouzias
SODA '11: Proceedings of the Twenty-Second Annual ACM-SIAM Symposium on …, 2010
Hidden cliques and the certification of the restricted isometry property
P Koiran, A Zouzias
IEEE Transactions on Information Theory 60 (8), 1-8, 2014
A Matrix Hyperbolic Cosine Algorithm and Applications
A Zouzias
Automata, Languages, and Programming, 846-858, 2011
Near optimal dimensionality reductions that preserve volumes
A Magen, A Zouzias
Approximation, Randomization and Combinatorial Optimization. Algorithms and …, 2008
Randomized gossip algorithms for solving Laplacian systems
A Zouzias, NM Freris
2015 European Control Conference (ECC), 1920-1925, 2015
Mast device for a submarine
L Krüger, J Spahr, U Wäntig, W Scharf
US Patent 6,907,839, 2005
Approximate matrix multiplication with application to linear embeddings
A Kyrillidis, M Vlachos, A Zouzias
2014 IEEE International Symposium on Information Theory, 2182-2186, 2014
Non-uniform feature sampling for decision tree ensembles
A Kyrillidis, A Zouzias
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
Randomized primitives for linear algebra and applications
A Zouzias
University of Toronto, 2013
Vehicle suspension control system
X Song
US Patent App. 10/360,212, 2004
Inapproximability for planar embedding problems
J Edmonds, A Sidiropoulos, A Zouzias
Proceedings of the Twenty-First Annual ACM-SIAM Symposium on Discrete …, 2010
Templated search over relational databases
A Zouzias, M Vlachos, V Hristidis
Proceedings of the 23rd ACM International Conference on Conference on …, 2014
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