Follow
Saurabh Paul
Saurabh Paul
Walmart Inc
Verified email at walmart.com
Title
Cited by
Cited by
Year
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
1102014
Feature selection for linear SVM with provable guarantees
S Paul, M Magdon-Ismail, P Drineas
Artificial intelligence and statistics, 735-743, 2015
712015
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
602022
Feature selection for ridge regression with provable guarantees
S Paul, P Drineas
Neural computation 28 (4), 716-742, 2016
422016
Column selection via adaptive sampling
S Paul, M Magdon-Ismail, P Drineas
Advances in neural information processing systems 28, 2015
302015
Deterministic feature selection for regularized least squares classification
S Paul, P Drineas
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
82014
Model Training for Multiple Data Spaces for Pattern Classification and Detection
S Paul, R Munavalli
US Patent App. 15/240,614, 2018
42018
Core-sets for canonical correlation analysis
S Paul
Proceedings of the 24th ACM International on Conference on Information and …, 2015
42015
Matrix sampling algorithms for topics in machine learning
S Paul
Rensselaer Polytechnic Institute, 2015
2015
Random Projections for Support Vector Machines
S Paul, C Boutsidis, M Magdon-Ismail, P Drineas
Sixteenth International Conference on Artificial Intelligence and Statistics …, 2013
2013
The system can't perform the operation now. Try again later.
Articles 1–10