Optimal cur matrix decompositions
- Christos Boutsidis
- David P. Woodruff
- 2017
- SIAM Journal on Computing
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16 results for Christos Boutsidis
A note on sparse least-squares regression
- Christos Boutsidis
- Malik Magdon-Ismail
- 2014
- Information Processing Letters
Efficient dimensionality reduction for canonical correlation analysis
- Haim Avron
- Christos Boutsidis
- et al.
- 2014
- SIAM Journal on Scientific Computing
Faster subset selection for matrices and applications
- Haim Avron
- Christos Boutsidis
- 2013
- SIMAX
Improved matrix algorithms via the subsampled randomized hadamard transform
- Christos Boutsidis
- Alex Gittens
- 2013
- SIMAX
Random projections for support vector machines
- Saurabh Paul
- Christos Boutsidis
- et al.
- 2013
- JMLR