Alexander Gray
Alexander Gray
IBM Research AI
Verified email at - Homepage
Cited by
Cited by
An investigation of practical approximate nearest neighbor algorithms
T Liu, A Moore, K Yang, A Gray
Advances in neural information processing systems 17, 2004
Statistics, data mining, and machine learning in astronomy
Ž Ivezić, AJ Connolly, JT VanderPlas, A Gray
Statistics, Data Mining, and Machine Learning in Astronomy, 2014
N-Body Problems in Statistical Learning
A Gray, A Moore
Advances in neural information processing systems 13, 2000
Stochastic alternating direction method of multipliers
H Ouyang, N He, L Tran, A Gray
International conference on machine learning, 80-88, 2013
Nonparametric density estimation: Toward computational tractability
AG Gray, AW Moore
Proceedings of the 2003 SIAM International Conference on Data Mining, 203-211, 2003
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
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
MLPACK: A scalable C++ machine learning library
RR Curtin, JR Cline, NP Slagle, WB March, P Ram, NA Mehta, AG Gray
The Journal of Machine Learning Research 14 (1), 801-805, 2013
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
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
Maximum inner-product search using cone trees
P Ram, AG Gray
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
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
New algorithms for efficient high dimensional non-parametric classification
A Moore, A Gray
Advances in Neural Information Processing Systems 16, 2003
Ovarian cancer detection from metabolomic liquid chromatography/mass spectrometry data by support vector machines
W Guan, M Zhou, CY Hampton, BB Benigno, L Walker, A Gray, ...
BMC bioinformatics 10 (1), 1-15, 2009
Fast SVD for large-scale matrices
M Holmes, A Gray, C Isbell
Workshop on Efficient Machine Learning at NIPS 58, 249-252, 2007
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
Density estimation trees
P Ram, AG Gray
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
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
Retrofitting decision tree classifiers using kernel density estimation
P Smyth, A Gray, UM Fayyad
Machine Learning Proceedings 1995, 506-514, 1995
Logical neural networks
R Riegel, A Gray, F Luus, N Khan, N Makondo, IY Akhalwaya, H Qian, ...
arXiv preprint arXiv:2006.13155, 2020
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