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Parikshit Ram
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MLPACK: A scalable C++ machine learning library
RR Curtin, JR Cline, NP Slagle, WB March, P Ram, NA Mehta, AG Gray
Journal of Machine Learning Research 14 (Mar), 801-805, 2013
1992013
Maximum inner-product search using cone trees
P Ram, AG Gray
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
1642012
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
1202019
Density estimation trees
P Ram, AG Gray
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
992011
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
992010
Efficient retrieval of recommendations in a matrix factorization framework
N Koenigstein, P Ram, Y Shavitt
Proceedings of the 21st ACM international conference on Information and …, 2012
822012
Linear-time algorithms for pairwise statistical problems
P Ram, D Lee, W March, A Gray
Advances in Neural Information Processing Systems 22, 2009
782009
Configurable Machine Learning Method Selection and Parameter Optimization System and Method
M Gibiansky, R Riegel, Y Yang, P Ram, A Gray
US Patent App. 14/883,522, 2016
552016
An ADMM based framework for automl pipeline configuration
S Liu, P Ram, D Vijaykeerthy, D Bouneffouf, G Bramble, H Samulowitz, ...
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4892-4899, 2020
52*2020
Fast exact max-kernel search
RR Curtin, P Ram, AG Gray
Proceedings of the 2013 SIAM International Conference on Data Mining, 1-9, 2013
492013
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
372013
Revisiting kd-tree for nearest neighbor search
P Ram, K Sinha
Proceedings of the 25th acm sigkdd international conference on knowledge …, 2019
322019
Rank-approximate nearest neighbor search: Retaining meaning and speed in high dimensions
P Ram, D Lee, H Ouyang, A Gray
Advances in Neural Information Processing Systems 22, 2009
302009
Dual‐tree fast exact max‐kernel search
RR Curtin, P Ram
Statistical Analysis and Data Mining: The ASA Data Science Journal 7 (4 …, 2014
292014
Which space partitioning tree to use for search?
P Ram, A Gray
Advances in Neural Information Processing Systems 26, 2013
282013
Nearest-Neighbor Search on a Time Budget via Max-Margin Trees
P Ram, D Lee, AG Gray
SIAM Data Mining, 2012
202012
Autoai: Automating the end-to-end ai lifecycle with humans-in-the-loop
D Wang, P Ram, DKI Weidele, S Liu, M Muller, JD Weisz, A Valente, ...
Proceedings of the 25th International Conference on Intelligent User …, 2020
182020
Lale: Consistent automated machine learning
G Baudart, M Hirzel, K Kate, P Ram, A Shinnar
arXiv preprint arXiv:2007.01977, 2020
152020
Plug-and-play dual-tree algorithm runtime analysis.
RR Curtin, D Lee, WB March, P Ram
J. Mach. Learn. Res. 16, 3269-3297, 2015
142015
Improved maximum inner product search with better theoretical guarantee using randomized partition trees
O Keivani, K Sinha, P Ram
Machine Learning 107 (6), 1069-1094, 2018
132018
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