Saurabh Paul

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 9

Top Topics

Random Projections

Top Venues

Pattern Recognit.

Publications

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 (2022)
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)
Saurabh Paul, Petros Drineas
Feature Selection for Ridge Regression with Provable Guarantees. Neural Comput. 28 (4) (2016)
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
Feature selection for linear SVM with provable guarantees. Pattern Recognit. 60 (2016)
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
Column Selection via Adaptive Sampling. NIPS (2015)
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
Column Selection via Adaptive Sampling. CoRR (2015)
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
Feature Selection for Linear SVM with Provable Guarantees. AISTATS (2015)
Saurabh Paul
Core-Sets For Canonical Correlation Analysis. CIKM (2015)
Saurabh Paul, Petros Drineas
Feature Selection for Ridge Regression with Provable Guarantees. CoRR (2015)
Saurabh Paul, Malik Magdon-Ismail, Petros Drineas
Deterministic Feature Selection for Linear SVM with Provable Guarantees. CoRR (2014)
Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas
Random Projections for Linear Support Vector Machines. ACM Trans. Knowl. Discov. Data 8 (4) (2014)
Saurabh Paul, Petros Drineas
Deterministic Feature Selection for Regularized Least Squares Classification. ECML/PKDD (2) (2014)
Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas
Random Projections for Support Vector Machines. AISTATS (2013)
Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas
Random Projections for Support Vector Machines CoRR (2012)