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 | 221 | 2013 |
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 | 133 | 2010 |
Linear-time algorithms for pairwise statistical problems P Ram, D Lee, W March, A Gray Advances in Neural Information Processing Systems 22, 2009 | 90 | 2009 |
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 | 64 | 2015 |
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 | 47 | 2013 |
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 | 35 | 2015 |
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 | 34 | 2017 |
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 | 26 | 2016 |
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 | 26 | 2015 |
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 | 19 | 2016 |
Plug-and-play dual-tree algorithm runtime analysis. RR Curtin, D Lee, WB March, P Ram J. Mach. Learn. Res. 16, 3269-3297, 2015 | 19 | 2015 |
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 | 17 | 2015 |
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 | 16 | 2012 |
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 | 12 | 2017 |
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 | 12 | 2012 |
Large-scale euclidean mst and hierarchical clustering W March, A Gray Workshop on Efficient Machine Learning, 2007 | 8 | 2007 |
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 | 5 | 2012 |
Multi-tree algorithms for computational statistics and phyiscs. WB March Georgia Institute of Technology, 2013 | 4 | 2013 |
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 | 3 | 2012 |
Scalable kernel methods for uncertainty quantification S Tharakan, WB March, G Biros Recent Trends in Computational Engineering-CE2014: Optimization, Uncertainty …, 2015 | 1 | 2015 |