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Alexander Gray
Alexander Gray
IBM Research AI
Verified email at cc.gatech.edu
Title
Cited by
Cited by
Year
An investigation of practical approximate nearest neighbor algorithms
T Liu, AW Moore, K Yang, AG Gray
Advances in neural information processing systems, 825-832, 2005
5662005
Statistics, data mining, and machine learning in astronomy: a practical Python guide for the analysis of survey data
Ž Ivezić, AJ Connolly, JT VanderPlas, A Gray
Princeton University Press, 2019
478*2019
Efficient photometric selection of quasars from the Sloan Digital Sky Survey. II.∼ 1, 000, 000 quasars from Data Release 6
GT Richards, AD Myers, AG Gray, RN Riegel, RC Nichol, RJ Brunner, ...
The Astrophysical Journal Supplement Series 180 (1), 67, 2008
3592008
N-body'problems in statistical learning
AG Gray, AW Moore
Advances in neural information processing systems, 521-527, 2001
3532001
Stochastic alternating direction method of multipliers
H Ouyang, N He, L Tran, A Gray
International Conference on Machine Learning, 80-88, 2013
2802013
Efficient photometric selection of quasars from the Sloan Digital Sky Survey: 100,000 z< 3 quasars from Data Release One
GT Richards, RC Nichol, AG Gray, RJ Brunner, RH Lupton, DEV Berk, ...
The Astrophysical Journal Supplement Series 155 (2), 257, 2004
2652004
Nonparametric density estimation: Toward computational tractability
AG Gray, AW Moore
Proceedings of the 2003 SIAM International Conference on Data Mining, 203-211, 2003
2282003
First measurement of the clustering evolution of photometrically classified quasars
AD Myers, RJ Brunner, GT Richards, RC Nichol, DP Schneider, DEV Berk, ...
The Astrophysical Journal 638 (2), 622, 2006
2142006
Detecting Spammers with SNARE: Spatio-temporal Network-level Automatic Reputation Engine.
S Hao, NA Syed, N Feamster, AG Gray, S Krasser
USENIX security symposium 9, 2009
2032009
High redshift detection of the integrated Sachs-Wolfe effect
T Giannantonio, RG Crittenden, RC Nichol, R Scranton, GT Richards, ...
Physical Review D 74 (6), 063520, 2006
2022006
MLPACK: A scalable C++ machine learning library
RR Curtin, JR Cline, NP Slagle, WB March, P Ram, NA Mehta, AG Gray
Journal of Machine Learning Research 14 (Mar), 801-805, 2013
2002013
Maximum inner-product search using cone trees
P Ram, AG Gray
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
1652012
Maximum inner-product search using tree data-structures
P Ram, AG Gray
arXiv preprint arXiv:1202.6101, 2012
165*2012
New algorithms for efficient high-dimensional nonparametric classification
T Liu, AW Moore, A Gray
Journal of Machine Learning Research 7 (Jun), 1135-1158, 2006
1422006
Ovarian cancer detection from metabolomic liquid chromatography/mass spectrometry data by support vector machines
W Guan, M Zhou, CY Hampton, BB Benigno, LDE Walker, A Gray, ...
BMC bioinformatics 10 (1), 259, 2009
1262009
Human-AI Collaboration in Data Science: Exploring Data Scientists' Perceptions of Automated AI
D Wang, JD Weisz, M Muller, P Ram, W Geyer, C Dugan, Y Tausczik, ...
Proceedings of the ACM on Human-Computer Interaction 3 (CSCW), 1-24, 2019
1232019
Fast SVD for large-scale matrices
M Holmes, A Gray, C Isbell
Workshop on Efficient Machine Learning at NIPS 58, 249-252, 2007
1192007
The three-point correlation function of luminous red galaxies in the Sloan Digital Sky Survey
GV Kulkarni, RC Nichol, RK Sheth, HJ Seo, DJ Eisenstein, A Gray
Monthly Notices of the Royal Astronomical Society 378 (3), 1196-1206, 2007
1062007
Density estimation trees
P Ram, AG Gray
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
1002011
Fast euclidean minimum spanning tree: algorithm, analysis, and applications
WB March, P Ram, AG Gray
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
992010
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