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Saurabh Paul
Saurabh Paul
Walmart Inc
Verified email at walmart.com
Title
Cited by
Cited by
Year
Random Projections for Support Vector Machines
S Paul, C Boutsidis, M Magdon-Ismail, P Drineas
Sixteenth International Conference on Artificial Intelligence and Statistics …, 2013
672013
Feature selection for linear SVM with provable guarantees
S Paul, M Magdon-Ismail, P Drineas
Artificial Intelligence and Statistics, 735-743, 2015
662015
Random projections for linear support vector machines
S Paul, C Boutsidis, M Magdon-Ismail, P Drineas
ACM Transactions on Knowledge Discovery from Data (TKDD) 8 (4), 1-25, 2014
532014
Feature selection for ridge regression with provable guarantees
S Paul, P Drineas
Neural computation 28 (4), 716-742, 2016
342016
Column selection via adaptive sampling
S Paul, M Magdon-Ismail, P Drineas
Advances in neural information processing systems 28, 2015
272015
Toward Pareto efficient fairness-utility trade-off in recommendation through reinforcement learning
Y Ge, X Zhao, L Yu, S Paul, D Hu, CC Hsieh, Y Zhang
Proceedings of the fifteenth ACM international conference on web search and …, 2022
122022
Deterministic feature selection for regularized least squares classification
S Paul, P Drineas
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
82014
Core-sets for canonical correlation analysis
S Paul
Proceedings of the 24th ACM International on Conference on Information and …, 2015
42015
Model Training for Multiple Data Spaces for Pattern Classification and Detection
S Paul, R Munavalli
US Patent App. 15/240,614, 2018
32018
Matrix sampling algorithms for topics in machine learning
S Paul
Rensselaer Polytechnic Institute, 2015
2015
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