Xiangrui Meng
Xiangrui Meng
Databricks
Verified email at databricks.com - Homepage
TitleCited byYear
MLlib: Machine Learning in Apache Spark
X Meng, J Bradley, B Yavuz, E Sparks, S Venkataraman, D Liu, ...
arXiv preprint arXiv:1505.06807, 2015
12262015
Apache spark: a unified engine for big data processing
M Zaharia, RS Xin, P Wendell, T Das, M Armbrust, A Dave, X Meng, ...
Communications of the ACM 59 (11), 56-65, 2016
10142016
Spark SQL: Relational data processing in Spark
M Armbrust, RS Xin, C Lian, Y Huai, D Liu, JK Bradley, X Meng, T Kaftan, ...
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
9772015
Low-distortion subspace embeddings in input-sparsity time and applications to robust linear regression
X Meng, MW Mahoney
Proceedings of the forty-fifth annual ACM symposium on Theory of computing …, 2013
1682013
LSRN: A parallel iterative solver for strongly over-or underdetermined systems
X Meng, MA Saunders, MW Mahoney
SIAM Journal on Scientific Computing 36 (2), C95-C118, 2014
962014
Wisdom of the better few: cold start recommendation via representative based rating elicitation
NN Liu, X Meng, C Liu, Q Yang
Proceedings of the fifth ACM conference on Recommender systems, 37-44, 2011
912011
Matrix computations and optimization in apache spark
R Bosagh Zadeh, X Meng, A Ulanov, B Yavuz, L Pu, S Venkataraman, ...
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
752016
Scalable Simple Random Sampling and Stratified Sampling
X Meng
The 30th International Conference on Machine Learning (ICML 2013), 2013
742013
The fast cauchy transform and faster robust linear regression
KL Clarkson, P Drineas, M Magdon-Ismail, MW Mahoney, X Meng, ...
SIAM Journal on Computing 45 (3), 763-810, 2016
722016
Joint routing and channel assignment in multi-radio wireless mesh networks
X Meng, K Tan, Q Zhang
2006 IEEE International Conference on Communications 8, 3596-3601, 2006
532006
Sparkr: Scaling r programs with spark
S Venkataraman, Z Yang, D Liu, E Liang, H Falaki, X Meng, R Xin, ...
Proceedings of the 2016 International Conference on Management of Data, 1099 …, 2016
502016
Implementing randomized matrix algorithms in parallel and distributed environments
J Yang, X Meng, MW Mahoney
Proceedings of the IEEE 104 (1), 58-92, 2015
452015
Quantile regression for large-scale applications
J Yang, X Meng, M Mahoney
International Conference on Machine Learning, 881-887, 2013
382013
Graysort on apache spark by databricks
R Xin, P Deyhim, A Ghodsi, X Meng, M Zaharia
GraySort Competition, 2014
252014
A robust finite element method for a 3-D elliptic singular perturbation problem
M Wang, X Meng
Journal of Computational Mathematics, 631-644, 2007
172007
Robust regression on mapreduce
X Meng, M Mahoney
International Conference on Machine Learning, 888-896, 2013
142013
ML pipelines: a new high-level API for MLlib
X Meng, J Bradley, E Sparks, S Venkataraman
Retrieved March 21, 2017, 2015
112015
linalg: Matrix computations in apache spark
RB Zadeh, X Meng, B Yavuz, A Staple, L Pu, S Venkataraman, E Sparks, ...
arXiv preprint arXiv:1509.02256, 13, 2015
92015
Mllib: Scalable machine learning on spark
X Meng
Spark Workshop April, 2014
82014
Accelerating Nesterov's method for strongly convex functions with Lipschitz gradient
X Meng, H Chen
arXiv preprint arXiv:1109.6058, 2011
82011
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