XM
Xiangrui Meng
cs.DScs.DCstat.MLcs.NAmath.NAcs.MSAntioxidant capacityAntioxidantsARTP mutagenesisCarbon emissions
On Valency
published · living versionsW_djneug2e·v1 · currentpublished
MLlib: Machine Learning in Apache Spark
with Joseph Bradley, Burak Yavuz, Evan Sparks, Shivaram Venkataraman +11
1 version
Preprints & journals
14 papers in the corpus · 2011–2025Quantile Regression for Large-scale Applications1305.0087v3 · Jiyan Yang, Xiangrui Meng, Michael W. Mahoney2013 · 44 citationsarXiv
Implementing Randomized Matrix Algorithms in Parallel and Distributed Environments1502.03032v2 · Jiyan Yang, Xiangrui Meng, Michael W. Mahoney2015 · 53 citationsarXiv
LSRN: A Parallel Iterative Solver for Strongly Over- or Under-Determined Systems1109.5981v2 · Xiangrui Meng, Michael A. Saunders, Michael W. Mahoney2011 · 14 citationsarXiv
Evolution characteristics and influencing factors of regional carbon emissions from the perspective of water-land-carbon linkage: a case study of Shandong Province.41107642 · Shao, Qingzhen, Meng, Xiangrui, Wang, Xiangqian et al.2025 · 4 citationsCarbon balance and management. 2025;20(1):42
Multi-omics profiling of hepatic macromolecules in laying hens with difference feed intake: Mechanistic insights into antioxidant capacity modulation.40795418 · Gao, Zhouyang, Jie, Yuchen, Qin, Yuhui et al.2025 · 3 citationsPoultry science. 2025;104(10):105575
Mutagenesis selection and large-scale cultivation of non-green Chlamydomonas reinhardtii for food applications.39385786 · Cao, Gang, Hu, Kun, Hu, Zhewen et al.2024 · 9 citationsFrontiers in nutrition. 2024;11:1456230
Research on coal mine longwall face gas state analysis and safety warning strategy based on multi-sensor forecasting models.38877166 · Chang, Haoqian, Meng, Xiangrui, Wang, Xiangqian et al.2024 · 7 citationsScientific reports. 2024;14(1):13795
LSRN: A PARALLEL ITERATIVE SOLVER FOR STRONGLY OVER- OR UNDERDETERMINED SYSTEMS.25419094 · Meng, Xiangrui, Saunders, Michael A, Mahoney, Michael W2020 · 139 citationsSIAM journal on scientific computing : a publication of the Society for Industrial and Applied Mathematics. 2014;36(2):C95-C118
Matrix Computations and Optimization in Apache Spark1509.02256v3 · Reza Bosagh Zadeh, Xiangrui Meng, Aaron Staple et al.2015 · 88 citationsarXiv
Simpler Online Updates for Arbitrary-Order Central Moments1510.04923v1 · Xiangrui Meng2015 · 3 citationsarXiv
MLlib: Machine Learning in Apache Spark1505.06807v1 · Xiangrui Meng, Joseph Bradley, Burak Yavuz et al.2015 · 957 citationsarXivon Valency
The Fast Cauchy Transform and Faster Robust Linear Regression1207.4684v3 · Kenneth L. Clarkson, Petros Drineas, Malik Magdon-Ismail et al.2012 · 58 citationsarXiv
Low-distortion Subspace Embeddings in Input-sparsity Time and Applications to Robust Linear Regression1210.3135v3 · Xiangrui Meng, Michael W. Mahoney2012 · 207 citationsarXiv
Accelerating Nesterov's Method for Strongly Convex Functions with Lipschitz Gradient1109.6058v1 · Xiangrui Meng, Hao Chen2011 · 9 citationsarXiv
Career total: 105 works. 14 are in this corpus.
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