Christos Boutsidis
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
8
Active years
2008–2016
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2016 | STOC | Optimal principal component analysis in distributed and streaming models. | Christos Boutsidis, David P. Woodruff, Peilin Zhong |
| 2015 | ICML | Spectral Clustering via the Power Method - Provably. | Christos Boutsidis, Prabhanjan Kambadur, Alex Gittens |
| 2015 | SODA | Online Principal Components Analysis. | Christos Boutsidis, Dan Garber, Zohar Shay Karnin, Edo Liberty |
| 2014 | ISIT | Faster SVD-truncated regularized least-squares. | Christos Boutsidis, Malik Magdon-Ismail |
| 2014 | KDD | Provable deterministic leverage score sampling. | Dimitris S. Papailiopoulos, Anastasios Kyrillidis, Christos Boutsidis |
| 2014 | STOC | Optimal CUR matrix decompositions. | Christos Boutsidis, David P. Woodruff |
| 2013 | AISTATS | Random Projections for Support Vector Machines. | Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas |
| 2013 | ICML | Efficient Dimensionality Reduction for Canonical Correlation Analysis. | Haim Avron, Christos Boutsidis, Sivan Toledo, Anastasios Zouzias |
| 2011 | FOCS | Near Optimal Column-Based Matrix Reconstruction. | Christos Boutsidis, Petros Drineas, Malik Magdon-Ismail |
| 2009 | SODA | An improved approximation algorithm for the column subset selection problem. | Christos Boutsidis, Michael W. Mahoney, Petros Drineas |
| 2008 | CIKM | Clustered subset selection and its applications on it service metrics. | Christos Boutsidis, Jimeng Sun, Nikos Anerousis |
| 2008 | KDD | Unsupervised feature selection for principal components analysis. | Christos Boutsidis, Michael W. Mahoney, Petros Drineas |