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Travelled to:
1 × France
5 × USA
Collaborated with:
D.P.Woodruff P.Kambadur A.Gittens D.S.Papailiopoulos A.T.Kyrillidis J.Sun N.Anerousis M.W.Mahoney P.Drineas H.Avron S.Toledo A.Zouzias
Talks about:
provabl (2) cluster (2) analysi (2) select (2) determinist (1) unsupervis (1) decomposit (1) dimension (1) spectral (1) princip (1)

Person: Christos Boutsidis

DBLP DBLP: Boutsidis:Christos

Contributed to:

ICML 20152015
KDD 20142014
STOC 20142014
ICML c1 20132013
CIKM 20082008
KDD 20082008

Wrote 6 papers:

ICML-2015-BoutsidisKG #clustering
Spectral Clustering via the Power Method — Provably (CB, PK, AG), pp. 40–48.
KDD-2014-PapailiopoulosKB
Provable deterministic leverage score sampling (DSP, ATK, CB), pp. 997–1006.
STOC-2014-BoutsidisW #matrix
Optimal CUR matrix decompositions (CB, DPW), pp. 353–362.
ICML-c1-2013-AvronBTZ #analysis #canonical #correlation #performance #reduction
Efficient Dimensionality Reduction for Canonical Correlation Analysis (HA, CB, ST, AZ), pp. 347–355.
CIKM-2008-BoutsidisSA #clustering #metric #set
Clustered subset selection and its applications on it service metrics (CB, JS, NA), pp. 599–608.
KDD-2008-BoutsidisMD #analysis #component #feature model
Unsupervised feature selection for principal components analysis (CB, MWM, PD), pp. 61–69.
Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
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