Alex Gittens
发表
Matrix Factorization at Scale: a Comparison of Scientific Data Analytics in Spark and C+MPI Using Three Case Studies
pdf
James Demmel,
Prabhat,
Michael W. Mahoney,
2016,
ArXiv.
Dennis DeCoste,
Raffay Hamid,
Alex Gittens,
2013,
ICML.
Bernhard G. Bodmann,
Saurabh Jain,
Dianna D. Cody,
2009
.
Bülent Yener,
Alex Gittens,
Kareem S. Aggour,
2020,
ICML.
Shusen Wang,
Michael W. Mahoney,
Alex Gittens,
2017,
J. Mach. Learn. Res..
Fast Fixed Dimension L2-Subspace Embeddings of Arbitrary Accuracy, With Application to L1 and L2 Tasks
pdf
Malik Magdon-Ismail,
Alex Gittens,
Alex Gittens,
2019,
ArXiv.
Prabhat,
Michael W. Mahoney,
Kristyn J. Maschhoff,
2018,
Concurr. Comput. Pract. Exp..
Michael W. Mahoney,
Alex Gittens,
Alex Gittens,
2013,
J. Mach. Learn. Res..
Oliver Rübel,
Prabhat,
Michael W. Mahoney,
2016,
2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW).
Christos Boutsidis,
Alex Gittens,
Alex Gittens,
2012,
SIAM J. Matrix Anal. Appl..
Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging
pdf
Shusen Wang,
Michael W. Mahoney,
Alex Gittens,
2017,
ICML.
James Demmel,
Pramod Sharma,
Prabhat,
2016,
2016 IEEE International Conference on Big Data (Big Data).
Petros Drineas,
Chander Iyer,
Alex Gittens,
2018,
2018 IEEE/ACM 9th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems (scalA).
Raffay Hamid,
Alex Gittens,
Da Kuang,
2015,
2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Prabhat,
Michael W. Mahoney,
Kristyn J. Maschhoff,
2018,
KDD.
Christos Boutsidis,
Prabhanjan Kambadur,
Alex Gittens,
2013,
ICML.
Michael I. Jordan,
Benjamin Recht,
Stephen Tu,
2017,
ICML.
Christos Boutsidis,
Prabhanjan Kambadur,
Alex Gittens,
2013,
ArXiv.
Jian Yu,
Bo Liu,
Jia Li,
2019,
International Journal of Computer Vision.
Bülent Yener,
Alex Gittens,
Kareem S. Aggour,
2018,
2018 IEEE International Conference on Big Data (Big Data).
Alex Gittens,
Alex Gittens,
2011,
ArXiv.
Jiyan Yang,
Alex Gittens,
2015,
ArXiv.
Michael W. Mahoney,
Dimitris Achlioptas,
Alex Gittens,
2017,
ACL.
Mohammed J. Zaki,
Charu Aggarwal,
Sharmishtha Dutta,
2020,
Deployable Machine Learning for Security Defense.
Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation
pdf
Alex Gittens,
Gabriel Orlanski,
2021,
NLP4PROG.
Alex Gittens,
Kevin Kim,
2021,
ArXiv.
Kenneth L. Clarkson,
Lior Horesh,
Vassilis Kalantzis,
2021,
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Alex Gittens,
Haidar Khan,
Daniel Park,
2021,
ArXiv.
Charu Aggarwal,
Sharmishtha Dutta,
Nidhi Rastogi,
2021,
ArXiv.
Charu Aggarwal,
Sharmishtha Dutta,
Nidhi Rastogi,
2021
.