Parikshit Ram
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
Journal of Machine Learning Research 14 (Mar), 801-805, 2013
1762013
Maximum inner-product search using cone trees
P Ram, AG Gray
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
1392012
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
872010
Density estimation trees
P Ram, AG Gray
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
862011
Linear-time algorithms for pairwise statistical problems
P Ram, D Lee, W March, A Gray
Advances in Neural Information Processing Systems 22, 1527-1535, 2009
752009
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
712012
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
472019
Fast exact max-kernel search
RR Curtin, P Ram, AG Gray
Proceedings of the 2013 SIAM International Conference on Data Mining, 1-9, 2013
412013
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
33*2020
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
322016
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
322013
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, 1536-1544, 2009
322009
Dual‐tree fast exact max‐kernel search
RR Curtin, P Ram
Statistical Analysis and Data Mining: The ASA Data Science Journal 7 (4 …, 2014
262014
Which space partitioning tree to use for search?
P Ram, AG Gray
NIPS, 656-664, 2013
242013
Nearest-Neighbor Search on a Time Budget via Max-Margin Trees
P Ram, D Lee, AG Gray
SIAM Data Mining, 2012
192012
Improved maximum inner product search with better theoretical guarantees
O Keivani, K Sinha, P Ram
2017 International Joint Conference on Neural Networks (IJCNN), 2927-2934, 2017
102017
Plug-and-play dual-tree algorithm runtime analysis.
RR Curtin, D Lee, WB March, P Ram
J. Mach. Learn. Res. 16, 3269-3297, 2015
102015
Revisiting kd-tree for nearest neighbor search
P Ram, K Sinha
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
92019
How can ai automate end-to-end data science?
C Aggarwal, D Bouneffouf, H Samulowitz, B Buesser, T Hoang, ...
arXiv preprint arXiv:1910.14436, 2019
82019
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
82018
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