Anastasios Zouzias

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Petros DrineasProfessor, Computer Science Department, Purdue UniversityVerified email at purdue.edu
Christos BoutsidisVerified email at gs.com
Nikolaos M. FrerisProfessor of Computer Science, University of Science and Technology of China (USTC)Verified email at ustc.edu.cn
Michael MahoneyProfessor of Statistics, UC BerkeleyVerified email at stat.berkeley.edu
Michalis VlachosProfessor, HEC Lausanne, University of LausanneVerified email at unil.ch
Deanna NeedellProfessor of Mathematics, UCLAVerified email at cmc.edu
Pascal KoiranProfessor of Computer Science, Ecole Normale Supérieure de LyonVerified email at ens-lyon.fr
Anastasios SidiropoulosUniversity of Illinois at ChicagoVerified email at uic.edu
Eugenia-Maria KontopoulouMathWorksVerified email at mathworks.com
Haim AvronAssociate Professor, Tel Aviv UniversityVerified email at tauex.tau.ac.il
Anastasios KyrillidisAssociate Professor, Computer Science Department, Ken Kennedy Institute Fellow, Rice UniversityVerified email at rice.edu
Piotr IndykProfessor of Electrical Engineering and Computer Science, MITVerified email at mit.edu
Vagelis Hristidis (aka Evangelos Chris...Professor of Computer Science, University of California - RiversideVerified email at cs.ucr.edu
Christos J. BourasUniversity of Patras GREECEVerified email at upatras.gr
Ioannis AntonellisStanford University, oDesk ResearchVerified email at cs.stanford.edu
Vassilis PoulopoulosAssistant Professor, University of the PeloponneseVerified email at uop.gr
Rongmin ZhaoProfessor of Biological Sciences, University of TorontoVerified email at utsc.utoronto.ca

Anastasios Zouzias

Huawei Research

Verified email at cs.toronto.edu - Homepage

Computer Science


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Randomized extended Kaczmarz for solving least-squares A Zouzias, N Freris SIAM Journal on Matrix Analysis and Applications 34 (2), 773–793, 2012	345	2012
Randomized Dimensionality Reduction for-Means Clustering C Boutsidis, A Zouzias, MW Mahoney, P Drineas IEEE Transactions on Information Theory 61 (2), 1045-1062, 2014	286	2014
Random Projections for K-means Clustering C Boutsidis, A Zouzias, P Drineas Advances in Neural Information Processing Systems, 2010, 2010	213	2010
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	156	2015
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	90	2011
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	83	2017
Efficient dimensionality reduction for canonical correlation analysis H Avron, C Boutsidis, S Toledo, A Zouzias International Conference on Machine Learning (ICML 2013), 2012	67	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	67	2010
Fast distributed smoothing of relative measurements NM Freris, A Zouzias 2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 1411-1416, 2012	64*	2012
Hidden cliques and the certification of the restricted isometry property P Koiran, A Zouzias IEEE Transactions on Information Theory 60 (8), 1-8, 2014	59*	2014
A Matrix Hyperbolic Cosine Algorithm and Applications A Zouzias Automata, Languages, and Programming, 846-858, 2011	57	2011
Near optimal dimensionality reductions that preserve volumes A Magen, A Zouzias International Workshop on Approximation Algorithms for Combinatorial …, 2008	36	2008
Randomized gossip algorithms for solving Laplacian systems A Zouzias, NM Freris 2015 European Control Conference (ECC), 1920-1925, 2015	33	2015
Approximate matrix multiplication with application to linear embeddings A Kyrillidis, M Vlachos, A Zouzias 2014 IEEE International Symposium on Information Theory, 2182-2186, 2014	16	2014
Online embeddings P Indyk, A Magen, A Sidiropoulos, A Zouzias Approximation, Randomization, and Combinatorial Optimization. Algorithms and …, 2010	14*	2010
Branch prediction as a reinforcement learning problem: Why, how and case studies A Zouzias, K Kalaitzidis, B Grot arXiv preprint arXiv:2106.13429, 2021	12	2021
Non-uniform feature sampling for decision tree ensembles A Kyrillidis, A Zouzias 2014 IEEE international conference on acoustics, speech and signal …, 2014	11	2014
Guided keyword-based exploration of data A Labbi, M Vlachos, A Zouzias US Patent 10,176,229, 2019	10	2019
Randomized primitives for linear algebra and applications A Zouzias University of Toronto, 2013	10	2013
Inapproximability for planar embedding problems J Edmonds, A Sidiropoulos, A Zouzias Proceedings of the Twenty-First Annual ACM-SIAM Symposium on Discrete …, 2010	6	2010

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