Travelled to:1 × France
4 × USA
Collaborated with:C.Boutsidis A.Gittens A.Kumar V.Sindhwani D.Grove V.A.Saraswat A.Ghoting E.P.D.Pednault R.Kannan S.B.Kodali S.Krishnamoorthy O.Tardieu B.Herta D.Cunningham A.Shinnar M.Takeuchi M.Vaziri
Talks about:algorithm (2) implement (1) spectral (1) petascal (1) parallel (1) mapreduc (1) toolkit (1) provabl (1) lifelin (1) cluster (1)
Person: Prabhanjan Kambadur
DBLP: Kambadur:Prabhanjan
Contributed to:
2015
20142013
20112011Wrote 5 papers:
- ICML-2015-BoutsidisKG #clustering
- Spectral Clustering via the Power Method — Provably (CB, PK, AG), pp. 40–48.
- PPoPP-2014-TardieuHCGKSSTV
- X10 and APGAS at Petascale (OT, BH, DC, DG, PK, VAS, AS, MT, MV), pp. 53–66.
- ICML-c1-2013-KumarSK #algorithm #matrix #performance
- Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization (AK, VS, PK), pp. 231–239.
- KDD-2011-GhotingKPK #algorithm #data mining #implementation #machine learning #mining #named #parallel #pipes and filters #tool support
- NIMBLE: a toolkit for the implementation of parallel data mining and machine learning algorithms on mapreduce (AG, PK, EPDP, RK), pp. 334–342.
- PPoPP-2011-SaraswatKKGK
- Lifeline-based global load balancing (VAS, PK, SBK, DG, SK), pp. 201–212.