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Alex Gittens
Assistant Professor
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Bio
Before joining Rensselaer as an Assistant Professor of Computer Science in 2017, Dr. Gittens was a research scientist at eBay Research Labs and a postdoctoral scholar at the International Institute of Computer Science and the Department of Statistics, UC Berkeley. His interests lie in applying randomness to computational linear algebra, machine learning, and statistics, and are motivated by the goal of efficiently extracting information from massive data sets while maintaining guarantees on rigor and accuracy.
Papers33 papers
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ICML, pp.3566-3575, (2020)
EIBibtex
Journal of Machine Learning Research, (2019)
EIBibtex
Alex Gittens, Kai Rothauge,Shusen Wang,Michael W. Mahoney, Jey Kottalam, Lisa Gerhardt,Prabhat, Michael F. Ringenburg, Kristyn J. Maschhoff
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, no. SP16.0 (2019)
Alex Gittens, Kai Rothauge,Shusen Wang,Michael W. Mahoney,Jey Kottalam,Lisa Gerhardt, Prabhat, Michael Ringenburg,Kristyn Maschhoff
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, no. SP16.0 (2019)
The Journal of Machine Learning Research, no. 12 (2019)
Cited by38EIBibtex
2018 IEEE/ACM 9th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems (scalA), pp.33-40, (2018)
Alex Gittens, Kai Rothauge,Shusen Wang,Michael W. Mahoney,Jey Kottalam,Lisa Gerhardt,Prabhat, Michael F. Ringenburg,Kristyn J. Maschhoff
arXiv: Distributed, Parallel, and Cluster Computing, (2018)
Cited by2EIBibtex
BigData, pp.408-417, (2018)
International Journal of Computer Vision, pp.1-26, (2018)
Alex Gittens, Kai Rothauge,Shusen Wang,Michael W. Mahoney,Lisa Gerhardt,Prabhat,Jey Kottalam, Michael F. Ringenburg,Kristyn J. Maschhoff
KDD, (2018): 293-301
JOURNAL OF MACHINE LEARNING RESEARCH, (2018): 3608-3616
Cited by45EIBibtex
ACL, pp.69-76, (2017)
Cited by7EIBibtex
ICML, pp.3482-3491, (2017)
Cited by31EIBibtex
BigData, (2016): 204-213
JOURNAL OF MACHINE LEARNING RESEARCH, (2016): 117:1-117:65
Cited by290EIBibtex
Alex Gittens,Jey Kottalam,Jiyan Yang,Michael F. Ringenburg,Jatin Chhugani,Evan Racah, Mohitdeep Singh,Yushu Yao,Curt Fischer, Oliver Rübel,Benjamin P. Bowen,Norman G. Lewis
IPDPS Workshops, pp.1403-1412, (2016)
Cited by8EIBibtex
CoRR, (2015)
Cited by8EIBibtex
IEEE Conference on Computer Vision and Pattern Recognition, (2015)
ICML, pp.40-48, (2015)
Cited by68EIBibtex
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