Efficient dimensionality reduction for canonical correlation analysis
- Haim Avron
- Christos Boutsidis
- et al.
- 2013
- ICML 2013
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
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16 results for Christos Boutsidis
Sparse features for PCA-like linear regression
- Christos Boutsidis
- Petros Drineas
- et al.
- 2011
- NeurIPS 2011
Randomized dimensionality reduction for κ-means clustering
- Christos Boutsidis
- Anastasios Zouzias
- et al.
- 2015
- IEEE Trans. Inf. Theory
Near-optimal coresets for least-squares regression
- Christos Boutsidis
- Petros Drineas
- et al.
- 2013
- IEEE Trans. Inf. Theory
Deterministic feature selection for k-means clustering
- Christos Boutsidis
- Malik Magdon-Ismail
- 2013
- IEEE Trans. Inf. Theory
Optimal principal component analysis in distributed and streaming models
- Christos Boutsidis
- David P. Woodruff
- et al.
- 2016
- STOC 2016
Optimal CUR matrix decompositions
- Christos Boutsidis
- David P. Woodruff
- 2014
- STOC 2014
Equity factor analysis via column subset selection
- Christos Boutsidis
- Dmitry Malioutov
- 2013
- GlobalSIP 2013
Near optimal column-based matrix reconstruction
- Christos Boutsidis
- Petros Drineas
- et al.
- 2011
- FOCS 2011
Clustered subset selection and its applications on IT service metrics
- Christos Boutsidis
- Jimeng Sun
- et al.
- 2008
- CIKM 2008