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Saurabh Paul
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2020 – today
- 2022
- [c6]Yingqiang Ge, Xiaoting Zhao, Lucia Yu, Saurabh Paul, Diane Hu, Chu-Cheng Hsieh, Yongfeng Zhang:
Toward Pareto Efficient Fairness-Utility Trade-off in Recommendation through Reinforcement Learning. WSDM 2022: 316-324 - [i5]Yingqiang Ge, Xiaoting Zhao, Lucia Yu, Saurabh Paul, Diane Hu, Chu-Cheng Hsieh, Yongfeng Zhang:
Toward Pareto Efficient Fairness-Utility Trade-off inRecommendation through Reinforcement Learning. CoRR abs/2201.00140 (2022)
2010 – 2019
- 2016
- [j3]Saurabh Paul, Petros Drineas:
Feature Selection for Ridge Regression with Provable Guarantees. Neural Comput. 28(4): 716-742 (2016) - [j2]Saurabh Paul, Malik Magdon-Ismail, Petros Drineas:
Feature selection for linear SVM with provable guarantees. Pattern Recognit. 60: 205-214 (2016) - 2015
- [b1]Saurabh Paul:
Matrix sampling algorithms for topics in machine learning. Rensselaer Polytechnic Institute, USA, 2015 - [c5]Saurabh Paul, Malik Magdon-Ismail, Petros Drineas:
Feature Selection for Linear SVM with Provable Guarantees. AISTATS 2015 - [c4]Saurabh Paul:
Core-Sets For Canonical Correlation Analysis. CIKM 2015: 1887-1890 - [c3]Saurabh Paul, Malik Magdon-Ismail, Petros Drineas:
Column Selection via Adaptive Sampling. NIPS 2015: 406-414 - [i4]Saurabh Paul, Petros Drineas:
Feature Selection for Ridge Regression with Provable Guarantees. CoRR abs/1506.05173 (2015) - [i3]Saurabh Paul, Malik Magdon-Ismail, Petros Drineas:
Column Selection via Adaptive Sampling. CoRR abs/1510.04149 (2015) - 2014
- [j1]Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas:
Random Projections for Linear Support Vector Machines. ACM Trans. Knowl. Discov. Data 8(4): 22:1-22:25 (2014) - [c2]Saurabh Paul, Petros Drineas:
Deterministic Feature Selection for Regularized Least Squares Classification. ECML/PKDD (2) 2014: 533-548 - [i2]Saurabh Paul, Malik Magdon-Ismail, Petros Drineas:
Deterministic Feature Selection for Linear SVM with Provable Guarantees. CoRR abs/1406.0167 (2014) - 2013
- [c1]Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas:
Random Projections for Support Vector Machines. AISTATS 2013: 498-506 - 2012
- [i1]Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas:
Random Projections for Support Vector Machines. CoRR abs/1211.6085 (2012)
Coauthor Index
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