Fast approximation of matrix coherence and statistical leverage
- Petros Drineas
- Malik Magdon-Ismail
- et al.
- 2012
- ICML 2012
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11 results for Malik Magdon-Ismail
Sparse features for PCA-like linear regression
- Christos Boutsidis
- Petros Drineas
- et al.
- 2011
- NeurIPS 2011
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
The wisdom of minority: Unsupervised slot filling validation based on multi-dimensional truth-finding
- Dian Yu
- Hongzhao Huang
- et al.
- 2014
- COLING 2014
The fast cauchy transform and faster robust linear regression
- Kenneth L. Clarkson
- Petros Drineas
- et al.
- 2013
- SODA 2013
Near optimal column-based matrix reconstruction
- Christos Boutsidis
- Petros Drineas
- et al.
- 2011
- FOCS 2011
The fast Cauchy transform and faster robust linear regression
- Kenneth L. Clarkson
- Petros Drineas
- et al.
- 2016
- SIAM Journal on Computing
A note on sparse least-squares regression
- Christos Boutsidis
- Malik Magdon-Ismail
- 2014
- Information Processing Letters
Random projections for support vector machines
- Saurabh Paul
- Christos Boutsidis
- et al.
- 2013
- JMLR