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William B. March
William B. March
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Title
Cited by
Cited by
Year
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
2152013
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
1242010
Linear-time algorithms for pairwise statistical problems
P Ram, D Lee, W March, A Gray
Advances in Neural Information Processing Systems 22, 2009
892009
ASKIT: Approximate skeletonization kernel-independent treecode in high dimensions
WB March, B Xiao, G Biros
SIAM Journal on Scientific Computing 37 (2), A1089-A1110, 2015
632015
Tree-independent dual-tree algorithms
R Curtin, W March, P Ram, D Anderson, A Gray, C Isbell
International Conference on Machine Learning, 1435-1443, 2013
452013
A kernel-independent FMM in general dimensions
WB March, B Xiao, S Tharakan, CD Yu, G Biros
Proceedings of the International Conference for High Performance Computing …, 2015
332015
Far-field compression for fast kernel summation methods in high dimensions
WB March, G Biros
Applied and Computational Harmonic Analysis 43 (1), 39-75, 2017
322017
ASKIT: an efficient, parallel library for high-dimensional kernel summations
WB March, B Xiao, CD Yu, G Biros
SIAM Journal on Scientific Computing 38 (5), S720-S749, 2016
252016
An algebraic parallel treecode in arbitrary dimensions
WB March, B Xiao, DY Chenhan, G Biros
2015 IEEE International Parallel and Distributed Processing Symposium, 571-580, 2015
252015
INV-ASKIT: a parallel fast direct solver for kernel matrices
DY Chenhan, WB March, B Xiao, G Biros
2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2016
192016
Plug-and-play dual-tree algorithm runtime analysis.
RR Curtin, D Lee, WB March, P Ram
J. Mach. Learn. Res. 16, 3269-3297, 2015
182015
Fast algorithms for comprehensive n-point correlation estimates
WB March, AJ Connolly, AG Gray
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
162012
Robust treecode approximation for kernel machines
WB March, B Xiao, S Tharakan, CD Yu, G Biros
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
132015
Optimizing the computation of n-point correlations on large-scale astronomical data
WB March, K Czechowski, M Dukhan, T Benson, D Lee, AJ Connolly, ...
SC'12: Proceedings of the International Conference on High Performance …, 2012
122012
An n log n parallel fast direct solver for kernel matrices
DY Chenhan, WB March, G Biros
2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2017
92017
Large-scale euclidean mst and hierarchical clustering
W March, A Gray
Workshop on Efficient Machine Learning, 2007
82007
MLPACK: A Scalable C++ Machine Learning Library
RR Curtin, JR Cline, NP Slagle, WB March, P Ram, NA Mehta, AG Gray
arXiv preprint arXiv:1210.6293, 2012
62012
Multi-tree algorithms for computational statistics and phyiscs.
WB March
Georgia Institute of Technology, 2013
42013
Multitree algorithms for large-scale astrostatistics
WB March, A Ozakin, D Lee, R Riegel, AG Gray
Advances in Machine Learning and Data Mining for Astronomy, 463-483, 2012
32012
Scalable kernel methods for uncertainty quantification
S Tharakan, WB March, G Biros
Recent Trends in Computational Engineering-CE2014: Optimization, Uncertainty …, 2015
12015
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