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Parikshit Ram
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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
3112019
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
2152013
Maximum inner-product search using cone trees
P Ram, AG Gray
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
1952012
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
1382016
Density estimation trees
P Ram, AG Gray
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
1332011
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
1242010
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
1032012
Revisiting kd-tree for nearest neighbor search
P Ram, K Sinha
Proceedings of the 25th acm sigkdd international conference on knowledge …, 2019
932019
Linear-time algorithms for pairwise statistical problems
P Ram, D Lee, W March, A Gray
Advances in Neural Information Processing Systems 22, 2009
892009
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
852020
Fast exact max-kernel search
RR Curtin, P Ram, AG Gray
Proceedings of the 2013 SIAM International Conference on Data Mining, 1-9, 2013
582013
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
452013
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
382020
Which space partitioning tree to use for search?
P Ram, A Gray
Advances in Neural Information Processing Systems 26, 2013
382013
Dual‐tree fast exact max‐kernel search
RR Curtin, P Ram
Statistical Analysis and Data Mining: The ASA Data Science Journal 7 (4 …, 2014
332014
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
332009
Advancing model pruning via bi-level optimization
Y Zhang, Y Yao, P Ram, P Zhao, T Chen, M Hong, Y Wang, S Liu
Advances in Neural Information Processing Systems 35, 18309-18326, 2022
292022
Exploring context-free languages via planning: The case for automating machine learning
M Katz, P Ram, S Sohrabi, O Udrea
Proceedings of the International Conference on Automated Planning and …, 2020
272020
Model sparsity can simplify machine unlearning
J Liu, P Ram, Y Yao, G Liu, Y Liu, P SHARMA, S Liu
Advances in Neural Information Processing Systems 36, 2024
24*2024
Pipeline combinators for gradual automl
G Baudart, M Hirzel, K Kate, P Ram, A Shinnar, J Tsay
Advances in Neural Information Processing Systems 34, 19705-19718, 2021
232021
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