Saurabh Paul

15 papers A 4Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2022 A conf
Toward Pareto Efficient Fairness-Utility Trade-off in Recommendation through Reinforcement Learning.
WSDM
Yingqiang Ge, Xiaoting Zhao, Lucia Yu, Saurabh Paul, Diane Hu, Chu-Cheng Hsieh, Yongfeng Zhang
2022 J jnl
Toward Pareto Efficient Fairness-Utility Trade-off inRecommendation through Reinforcement Learning.
CoRR
Yingqiang Ge, Xiaoting Zhao, Lucia Yu, Saurabh Paul, Diane Hu, Chu-Cheng Hsieh, Yongfeng Zhang
2016 J jnl
Feature Selection for Ridge Regression with Provable Guarantees.
Neural Comput.
Saurabh Paul, Petros Drineas
2016 J jnl
Feature selection for linear SVM with provable guarantees.
Pattern Recognit.
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
2015 — conf
Column Selection via Adaptive Sampling.
NIPS
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
2015 J jnl
Column Selection via Adaptive Sampling.
CoRR
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
2015 A conf
Core-Sets For Canonical Correlation Analysis.
CIKM
Saurabh Paul
2015 A conf
Feature Selection for Linear SVM with Provable Guarantees.
AISTATS
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
2015 J jnl
Feature Selection for Ridge Regression with Provable Guarantees.
CoRR
Saurabh Paul, Petros Drineas
2015 — —
Matrix sampling algorithms for topics in machine learning.
Saurabh Paul
2014 J jnl
Deterministic Feature Selection for Linear SVM with Provable Guarantees.
CoRR
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
2014 — conf
Deterministic Feature Selection for Regularized Least Squares Classification.
ECML/PKDD (2)
Saurabh Paul, Petros Drineas
2014 J jnl
Random Projections for Linear Support Vector Machines.
ACM Trans. Knowl. Discov. Data
Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas
2013 A conf
Random Projections for Support Vector Machines.
AISTATS
Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas
2012 J jnl
Random Projections for Support Vector Machines
CoRR
Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas