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Books and Theses
- 2013
[b1]William B. March:
Multi-tree algorithms for computational statistics and phyiscs. Georgia Institute of Technology, Atlanta, GA, USA, 2013
Journal Articles
- 2016
- [j4]William B. March, Bo Xiao, Chenhan D. Yu, George Biros:
ASKIT: An Efficient, Parallel Library for High-Dimensional Kernel Summations. SIAM J. Sci. Comput. 38(5) (2016) - 2015
- [j3]Ryan R. Curtin, Dongryeol Lee, William B. March, Parikshit Ram:
Plug-and-play dual-tree algorithm runtime analysis. J. Mach. Learn. Res. 16: 3269-3297 (2015) - [j2]William B. March, Bo Xiao, George Biros:
ASKIT: Approximate Skeletonization Kernel-Independent Treecode in High Dimensions. SIAM J. Sci. Comput. 37(2) (2015) - 2013
- [j1]Ryan R. Curtin, James R. Cline, N. P. Slagle, William B. March, Parikshit Ram, Nishant A. Mehta, Alexander G. Gray:
MLPACK: a scalable C++ machine learning library. J. Mach. Learn. Res. 14(1): 801-805 (2013)
Conference and Workshop Papers
- 2017
- [c10]Chenhan D. Yu, William B. March, George Biros:
An N log N Parallel Fast Direct Solver for Kernel Matrices. IPDPS 2017: 886-896 - 2016
- [c9]Chenhan D. Yu, William B. March, Bo Xiao, George Biros:
INV-ASKIT: A Parallel Fast Direct Solver for Kernel Matrices. IPDPS 2016: 161-171 - 2015
- [c8]William B. March, Bo Xiao, Chenhan D. Yu, George Biros:
An Algebraic Parallel Treecode in Arbitrary Dimensions. IPDPS 2015: 571-580 - [c7]William B. March, Bo Xiao, Sameer Tharakan, Chenhan D. Yu, George Biros:
Robust Treecode Approximation for Kernel Machines. KDD 2015: 775-784 - [c6]William B. March, Bo Xiao, Sameer Tharakan, Chenhan D. Yu, George Biros:
A kernel-independent FMM in general dimensions. SC 2015: 24:1-24:12 - 2013
- [c5]Ryan R. Curtin, William B. March, Parikshit Ram, David V. Anderson, Alexander G. Gray, Charles L. Isbell Jr.:
Tree-Independent Dual-Tree Algorithms. ICML (3) 2013: 1435-1443 - 2012
- [c4]William B. March, Andrew J. Connolly
, Alexander G. Gray:
Fast algorithms for comprehensive n-point correlation estimates. KDD 2012: 1478-1486 - [c3]William B. March, Kenneth Czechowski, Marat Dukhan, Thomas Benson, Dongryeol Lee, Andrew J. Connolly, Richard W. Vuduc, Edmond Chow, Alexander G. Gray:
Optimizing the computation of n-point correlations on large-scale astronomical data. SC 2012: 74 - 2010
- [c2]William B. March, Parikshit Ram, Alexander G. Gray:
Fast euclidean minimum spanning tree: algorithm, analysis, and applications. KDD 2010: 603-612 - 2009
- [c1]Parikshit Ram, Dongryeol Lee, William B. March, Alexander G. Gray:
Linear-time Algorithms for Pairwise Statistical Problems. NIPS 2009: 1527-1535
Informal and Other Publications
- 2017
- [i7]Chenhan D. Yu, William B. March, George Biros:
An N log N Parallel Fast Direct Solver for Kernel Matrices. CoRR abs/1701.02324 (2017) - 2016
- [i6]Chenhan D. Yu, William B. March, Bo Xiao, George Biros:
Inv-ASKIT: A Parallel Fast Diret Solver for Kernel Matrices. CoRR abs/1602.01376 (2016) - 2015
- [i5]Ryan R. Curtin, Dongryeol Lee, William B. March, Parikshit Ram:
Plug-and-play dual-tree algorithm runtime analysis. CoRR abs/1501.05222 (2015) - 2014
- [i4]William B. March, George Biros:
Far-Field Compression for Fast Kernel Summation Methods in High Dimensions. CoRR abs/1409.2802 (2014) - [i3]William B. March, Bo Xiao, George Biros:
ASKIT: Approximate Skeletonization Kernel-Independent Treecode in High Dimensions. CoRR abs/1410.0260 (2014) - 2013
- [i2]Ryan R. Curtin, William B. March, Parikshit Ram, David V. Anderson, Alexander G. Gray, Charles Lee Isbell Jr.:
Tree-Independent Dual-Tree Algorithms. CoRR abs/1304.4327 (2013) - 2012
- [i1]Ryan R. Curtin, James R. Cline, N. P. Slagle, William B. March, Parikshit Ram, Nishant A. Mehta, Alexander G. Gray:
MLPACK: A Scalable C++ Machine Learning Library. CoRR abs/1210.6293 (2012)
Coauthor Index
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