Fast approximation of matrix coherence and statistical leverage
- Petros Drineas
- Malik Magdon-Ismail
- et al.
- 2012
- ICML 2012
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16 results for Petros Drineas
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
A scalable randomized least squares solver for dense overdetermined systems
- Chander Iyer
- Haim Avron
- et al.
- 2015
- ScalA 2015
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
Structure-informed clustering for population stratification in association studies
- Aritra Bose
- Myson Burch
- et al.
- 2023
- BMC Bioinformatics
Integrating Linguistics, Social Structure, and Geography to Model Genetic Diversity within India
- Aritra Bose
- Daniel Platt
- et al.
- 2021
- Molecular Biology and Evolution
TeraPCA: A fast and scalable software package to study genetic variation in tera-scale genotypes
- Aritra Bose
- Vassilis Kalantzis
- et al.
- 2019
- Bioinformatics