Travelled to:1 × Australia
1 × Canada
1 × United Kingdom
2 × USA
Collaborated with:C.Ré J.F.Naughton J.M.Patel X.Feng C.Zhang E.Uzun N.Saxena P.Konda V.Sashikanth B.Recht M.Jalal B.Yan S.K.Agarwal D.Chakraborty A.A.Nanavati N.Rajput J.M.Hellerstein F.Schoppmann D.Z.Wang E.Fratkin A.Gorajek K.S.Ng C.Welton K.Li
Talks about:analyt (4) data (4) demonstr (2) select (2) normal (2) featur (2) rdbms (2) optim (2) learn (2) use (2)
Person: Arun Kumar
DBLP: Kumar:Arun
Contributed to:
2015
201520142013201220122011
2011
2007Wrote 9 papers:
- SIGMOD-2015-KumarNP #learning #linear #modelling #normalisation
- Learning Generalized Linear Models Over Normalized Data (AK, JFN, JMP), pp. 1969–1984.
- VLDB-2015-KumarJYNP #machine learning #normalisation #optimisation
- Demonstration of Santoku: Optimizing Machine Learning over Normalized Data (AK, MJ, BY, JFN, JMP), pp. 1864–1875.
- SIGMOD-2014-ZhangKR #feature model #optimisation
- Materialization optimizations for feature selection workloads (CZ, AK, CR), pp. 265–276.
- VLDB-2013-KondaKRS #data analysis #enterprise #feature model #using
- Feature Selection in Enterprise Analytics: A Demonstration using an R-based Data Analytics System (PK, AK, CR, VS), pp. 1306–1309.
- SIGMOD-2012-FengKRR #architecture #towards
- Towards a unified architecture for in-RDBMS analytics (XF, AK, BR, CR), pp. 325–336.
- VLDB-2012-HellersteinRSWFGNWFLK #library #sql
- The MADlib Analytics Library or MAD Skills, the SQL (JMH, CR, FS, DZW, EF, AG, KSN, CW, XF, KL, AK), pp. 1700–1711.
- VLDB-2012-KumarR11 #probability #using
- Probabilistic Management of OCR Data using an RDBMS (AK, CR), pp. 322–333.
- CHI-2011-UzunSK #comparative #evaluation #interactive #social #usability
- Pairing devices for social interactions: a comparative usability evaluation (EU, NS, AK), pp. 2315–2324.
- HT-2007-AgarwalCKNR #named #protocol
- HSTP: hyperspeech transfer protocol (SKA, DC, AK, AAN, NR), pp. 67–76.