Anastasios Zouzias

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 9

Top Topics

Decision Tree Ensembles

Dimensionality Reduction

Symmetric Positive Definite

Top Venues

IEEE Trans. Inf. Theory

Publications

Anastasios Zouzias, William F. McColl
A Parallel Scan Algorithm in the Tensor Core Unit Model. Euro-Par (2023)
Anastasios Zouzias, Kleovoulos Kalaitzidis, Konstantin Berestizshevsky, Renzo Andri, Leeor Peled, Zhe Wang
Identifying and Exploiting Sparse Branch Correlations for Optimizing Branch Prediction. CoRR (2022)
Anastasios Zouzias, Kleovoulos Kalaitzidis, Boris Grot
Branch Prediction as a Reinforcement Learning Problem: Why, How and Case Studies. CoRR (2021)
Immanuel Bayer, Anastasios Zouzias
Team voyTECH: User Activity Modeling with Boosting Trees. ChAT@PKDD/ECML (2020)
Immanuel Bayer, Anastasios Zouzias
Team voyTECH: User Activity Modeling with Boosting Trees. CoRR (2020)
Anastasios Zouzias, Michail Vlachos
Very-Low Random Projection Maps. EDBT (2018)
Christos Boutsidis, Anastasios Zouzias, Michael W. Mahoney, Petros Drineas
Randomized Dimensionality Reduction for k-Means Clustering. IEEE Trans. Inf. Theory 61 (2) (2015)
Anastasios Zouzias, Nikolaos M. Freris
Randomized gossip algorithms for solving Laplacian systems. ECC (2015)
Christos Boutsidis, Petros Drineas, Prabhanjan Kambadur, Anastasios Zouzias
A Randomized Algorithm for Approximating the Log Determinant of a Symmetric Positive Definite Matrix. CoRR (2015)
Pascal Koiran, Anastasios Zouzias
Hidden Cliques and the Certification of the Restricted Isometry Property. IEEE Trans. Inf. Theory 60 (8) (2014)
Anastasios Zouzias, Michail Vlachos, Vagelis Hristidis
Templated Search over Relational Databases. CIKM (2014)
Haim Avron, Christos Boutsidis, Sivan Toledo, Anastasios Zouzias
Efficient Dimensionality Reduction for Canonical Correlation Analysis. SIAM J. Sci. Comput. 36 (5) (2014)
Anastasios Kyrillidis, Anastasios Zouzias
Non-uniform feature sampling for decision tree ensembles. ICASSP (2014)
Anastasios Kyrillidis, Anastasios Zouzias
Non-uniform Feature Sampling for Decision Tree Ensembles. CoRR (2014)
Anastasios Kyrillidis, Michail Vlachos, Anastasios Zouzias
Approximate matrix multiplication with application to linear embeddings. ISIT (2014)
Anastasios Kyrillidis, Michail Vlachos, Anastasios Zouzias
Approximate Matrix Multiplication with Application to Linear Embeddings. CoRR (2014)
Anastasios Zouzias, Nikolaos M. Freris
Randomized Extended Kaczmarz for Solving Least Squares. SIAM J. Matrix Anal. Appl. 34 (2) (2013)
Haim Avron, Christos Boutsidis, Sivan Toledo, Anastasios Zouzias
Efficient Dimensionality Reduction for Canonical Correlation Analysis. ICML (1) (2013)
Haim Avron, Christos Boutsidis, Sivan Toledo, Anastasios Zouzias
Efficient Dimensionality Reduction for Canonical Correlation Analysis CoRR (2012)
Anastasios Zouzias, Michail Vlachos, Nikolaos M. Freris
Unsupervised Sparse Matrix Co-clustering for Marketing and Sales Intelligence. PAKDD (1) (2012)
Nikolaos M. Freris, Anastasios Zouzias
Fast distributed smoothing of relative measurements. CDC (2012)
Pascal Koiran, Anastasios Zouzias
Hidden cliques and the certification of the restricted isometry property CoRR (2012)
Anastasios Zouzias, Nikolaos M. Freris
Randomized Extended Kaczmarz for Solving Least-Squares CoRR (2012)
Anastasios Zouzias
A Matrix Hyperbolic Cosine Algorithm and Applications. ICALP (1) (2012)
Christos Boutsidis, Anastasios Zouzias, Michael W. Mahoney, Petros Drineas
Stochastic Dimensionality Reduction for K-means Clustering CoRR (2011)
Avner Magen, Anastasios Zouzias
Low Rank Matrix-valued Chernoff Bounds and Approximate Matrix Multiplication. SODA (2011)
Pascal Koiran, Anastasios Zouzias
On the Certification of the Restricted Isometry Property CoRR (2011)
Anastasios Zouzias
A Matrix Hyperbolic Cosine Algorithm and Applications CoRR (2011)
Petros Drineas, Anastasios Zouzias
A note on element-wise matrix sparsification via a matrix-valued Bernstein inequality. Inf. Process. Lett. 111 (8) (2011)
Jeff Edmonds, Anastasios Sidiropoulos, Anastasios Zouzias
Inapproximability for Planar Embedding Problems. SODA (2010)
Christos Boutsidis, Anastasios Zouzias, Petros Drineas
Random Projections for $k$-means Clustering. NIPS (2010)
Christos Boutsidis, Anastasios Zouzias, Petros Drineas
Random Projections for $k$-means Clustering CoRR (2010)
Piotr Indyk, Avner Magen, Anastasios Sidiropoulos, Anastasios Zouzias
Online Embeddings. APPROX-RANDOM (2010)
Avner Magen, Anastasios Zouzias
Low Rank Matrix-Valued Chernoff Bounds and Applications CoRR (2010)
Anastasios Zouzias
Low Dimensional Euclidean Volume Preserving Embeddings CoRR (2010)
Petros Drineas, Anastasios Zouzias
A Note on Element-wise Matrix Sparsification via Matrix-valued Chernoff Bounds CoRR (2010)
Avner Magen, Anastasios Zouzias
Near Optimal Dimensionality Reductions That Preserve Volumes. APPROX-RANDOM (2008)
Ioannis Antonellis, Christos Bouras, Vassilis Poulopoulos, Anastasios Zouzias
Scalability of Text Classification. WEBIST (1) (2006)