Alex Gittens
发表
Alex Gittens,
J. Tropp,
2011,
1104.4513.
Richard Y. Chen,
Alex Gittens,
J. Tropp,
2011,
1109.1637.
Richard Y. Chen,
Alex Gittens,
J. Tropp,
2012
.
Alex Gittens,
J. Tropp,
2009,
0911.4108.
Michael W. Mahoney,
Alex Gittens,
Alex Gittens,
2013,
J. Mach. Learn. Res..
Alex Gittens,
J. Tropp,
2013
.
Dennis DeCoste,
Raffay Hamid,
Alex Gittens,
2013,
ICML.
Prabhat,
Michael F. Ringenburg,
Alex Gittens,
2016
.
Michael I. Jordan,
Benjamin Recht,
Stephen Tu,
2017,
ICML.
Alex Gittens,
P. Halasyamani,
K. Ok,
2004
.
Shusen Wang,
Michael W. Mahoney,
Alex Gittens,
2017,
J. Mach. Learn. Res..
Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging
pdf
Shusen Wang,
Michael W. Mahoney,
Alex Gittens,
2017,
ICML.
Christos Boutsidis,
Prabhanjan Kambadur,
Alex Gittens,
2013,
ICML.
James Demmel,
Pramod Sharma,
Prabhat,
2016,
2016 IEEE International Conference on Big Data (Big Data).
Bülent Yener,
Alex Gittens,
Kareem S. Aggour,
2020,
ICML.
Bülent Yener,
Alex Gittens,
Kareem S. Aggour,
2018,
2018 IEEE International Conference on Big Data (Big Data).
Alex Gittens,
Alex Gittens,
2011,
ArXiv.
Prabhat,
Michael W. Mahoney,
Kristyn J. Maschhoff,
2018,
Concurr. Comput. Pract. Exp..
Manos Papadakis,
Simon K. Alexander,
Deborah Vela,
2007,
Academic radiology.
Alex Gittens,
Yuekai Sun,
Mikhail Yurochkin,
2023,
ArXiv.
Michael W. Mahoney,
Dimitris Achlioptas,
Alex Gittens,
2017,
ACL.
Jian Yu,
Bo Liu,
Jia Li,
2019,
International Journal of Computer Vision.
Alex Gittens,
Nidhi Rastogi,
Mohammad Zaki,
2021,
2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom).
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.
Prabhat,
Michael W. Mahoney,
Kristyn J. Maschhoff,
2018,
KDD.
Christos Boutsidis,
Alex Gittens,
Alex Gittens,
2012,
SIAM J. Matrix Anal. Appl..
M. Yung,
Alex Gittens,
B. Yener,
2022,
IEEE Access.
Raffay Hamid,
Alex Gittens,
Da Kuang,
2015,
2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Kenneth L. Clarkson,
Lior Horesh,
Vassilis Kalantzis,
2021,
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Alex Gittens,
M. Magdon-Ismail,
D. Hu,
2021,
ECML/PKDD.
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.
Petros Drineas,
Chander Iyer,
Alex Gittens,
2018,
2018 IEEE/ACM 9th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems (scalA).
Alex Gittens,
M. Magdon-Ismail,
2023,
2305.07486.
Alex Gittens,
Kavitha Srinivas,
B. Yener,
2022,
FNP.
Mohammed J. Zaki,
Charu Aggarwal,
Sharmishtha Dutta,
2020,
Deployable Machine Learning for Security Defense.
Alex Gittens,
Nidhi Rastogi,
C. Aggarwal,
2021
.
Alex Gittens,
Pin-Yu Chen,
Huzaifa Arif,
2023,
2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML).
Christos Boutsidis,
Prabhanjan Kambadur,
Alex Gittens,
2013,
ArXiv.
Bernhard G. Bodmann,
Saurabh Jain,
Dianna D. Cody,
2009
.
Prabhat,
Michael W. Mahoney,
Michael F. Ringenburg,
2022
.