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Anastasios Zouzias
Anastasios Zouzias
Huawei Research
cs.toronto.edu의 이메일 확인됨 - 홈페이지
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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
3162012
Randomized Dimensionality Reduction for-Means Clustering
C Boutsidis, A Zouzias, MW Mahoney, P Drineas
IEEE Transactions on Information Theory 61 (2), 1045-1062, 2014
2792014
Random Projections for K-means Clustering
C Boutsidis, A Zouzias, P Drineas
Advances in Neural Information Processing Systems, 2010, 2010
2072010
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
1442015
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
832011
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
802017
Fast distributed smoothing of relative measurements
NM Freris, A Zouzias
2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 1411-1416, 2012
65*2012
Efficient dimensionality reduction for canonical correlation analysis
H Avron, C Boutsidis, S Toledo, A Zouzias
International Conference on Machine Learning (ICML 2013), 2012
642012
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
642010
Hidden cliques and the certification of the restricted isometry property
P Koiran, A Zouzias
IEEE Transactions on Information Theory 60 (8), 1-8, 2014
57*2014
A Matrix Hyperbolic Cosine Algorithm and Applications
A Zouzias
Automata, Languages, and Programming, 846-858, 2011
542011
Randomized gossip algorithms for solving Laplacian systems
A Zouzias, NM Freris
2015 European Control Conference (ECC), 1920-1925, 2015
342015
Near optimal dimensionality reductions that preserve volumes
A Magen, A Zouzias
International Workshop on Approximation Algorithms for Combinatorial …, 2008
342008
Approximate matrix multiplication with application to linear embeddings
A Kyrillidis, M Vlachos, A Zouzias
2014 IEEE International Symposium on Information Theory, 2182-2186, 2014
152014
Online embeddings
P Indyk, A Magen, A Sidiropoulos, A Zouzias
Approximation, Randomization, and Combinatorial Optimization. Algorithms and …, 2010
13*2010
Non-uniform feature sampling for decision tree ensembles
A Kyrillidis, A Zouzias
2014 IEEE international conference on acoustics, speech and signal …, 2014
122014
Randomized primitives for linear algebra and applications
A Zouzias
University of Toronto, 2013
102013
Guided keyword-based exploration of data
A Labbi, M Vlachos, A Zouzias
US Patent 10,176,229, 2019
92019
Branch prediction as a reinforcement learning problem: Why, how and case studies
A Zouzias, K Kalaitzidis, B Grot
arXiv preprint arXiv:2106.13429, 2021
82021
Inapproximability for planar embedding problems
J Edmonds, A Sidiropoulos, A Zouzias
Proceedings of the Twenty-First Annual ACM-SIAM Symposium on Discrete …, 2010
62010
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