Efficient Algorithms for All-Pairs Problems in Computational Geometry

Conference

Curtin, R., March, W., Ram, P., Anderson, D., Gray, A., & Isbell, C. (2013). Tree-independent dual-tree algorithms. International Conference on Machine Learning (pp. 1435-1443). PMLR. paper
Curtin, R. R., Ram, P., & Gray, A. G. (2013). Fast exact max-kernel search. Proceedings of the 2013 SIAM International Conference on Data Mining (pp. 1-9). Society for Industrial and Applied Mathematics. paper code
Ram, P., & Gray, A. G. (2012). Maximum inner-product search using cone trees. Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (pp. 931-939). paper code arXiv
March, W. B., Ram, P., & Gray, A. G. (2010). Fast Euclidean minimum spanning tree: algorithm, analysis, and applications. Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining (pp. 603-612). paper code

Curtin, R. R., Lee, D., March, W. B., & Ram, P. (2015). Plug-and-play dual-tree algorithm runtime analysis. Journal of Machine Learning Research, 16, 3269-3297. paper
Curtin, R. R., & Ram, P. (2014). Dual-tree fast exact max-kernel search. Statistical Analysis and Data Mining: The ASA Data Science Journal, 7(4), 229-253. paper code
Curtin, R. R., Cline, J. R., Slagle, N. P., March, W. B., Ram, P., Mehta, N. A., & Gray, A. G. (2013). MLPACK: A scalable C++ machine learning library. The Journal of Machine Learning Research, 14(1), 801-805. paper code