Travelled to:1 × Australia
3 × USA
Collaborated with:M.W.Mahoney ∅ J.Yang N.N.Liu C.Liu Q.Yang M.Armbrust R.S.Xin C.Lian Y.Huai D.Liu J.K.Bradley T.Kaftan M.J.Franklin A.Ghodsi M.Zaharia
Talks about:regress (3) robust (2) applic (2) spark (2) sampl (2) recommend (1) stratifi (1) sparsiti (1) subspac (1) scalabl (1)
Person: Xiangrui Meng
DBLP: Meng:Xiangrui
Contributed to:
2015
2013
2013
2011Wrote 6 papers:
- SIGMOD-2015-ArmbrustXLHLBMK #relational #sql
- Spark SQL: Relational Data Processing in Spark (MA, RSX, CL, YH, DL, JKB, XM, TK, MJF, AG, MZ), pp. 1383–1394.
- ICML-c3-2013-Meng #random #scalability
- Scalable Simple Random Sampling and Stratified Sampling (XM), pp. 531–539.
- ICML-c3-2013-MengM #pipes and filters #robust
- Robust Regression on MapReduce (XM, MWM), pp. 888–896.
- ICML-c3-2013-YangMM #scalability
- Quantile Regression for Large-scale Applications (JY, XM, MWM), pp. 881–887.
- STOC-2013-MengM #linear #robust
- Low-distortion subspace embeddings in input-sparsity time and applications to robust linear regression (XM, MWM), pp. 91–100.
- RecSys-2011-LiuMLY #elicitation #rating #recommendation
- Wisdom of the better few: cold start recommendation via representative based rating elicitation (NNL, XM, CL, QY), pp. 37–44.