Saurabh Paul

According to our database, Saurabh Paul authored at least 11 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Toward Pareto Efficient Fairness-Utility Trade-off inRecommendation through Reinforcement Learning.

Yingqiang Ge, Xiaoting Zhao, Lucia Yu, Saurabh Paul, Diane Hu, Chu-Cheng Hsieh, Yongfeng Zhang

CoRR, 2022

Toward Pareto Efficient Fairness-Utility Trade-off in Recommendation through Reinforcement Learning.

Yingqiang Ge, Xiaoting Zhao, Lucia Yu, Saurabh Paul, Diane Hu, Chu-Cheng Hsieh, Yongfeng Zhang

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

2016

Feature selection for linear SVM with provable guarantees.

Saurabh Paul, Malik Magdon-Ismail, Petros Drineas

Pattern Recognit., 2016

Feature Selection for Ridge Regression with Provable Guarantees.

Saurabh Paul, Petros Drineas

Neural Comput., 2016

2015

Matrix sampling algorithms for topics in machine learning.

Saurabh Paul

PhD thesis, 2015

Column Selection via Adaptive Sampling.

Saurabh Paul, Malik Magdon-Ismail, Petros Drineas

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Core-Sets For Canonical Correlation Analysis.

Saurabh Paul

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Random Projections for Linear Support Vector Machines.

Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas

ACM Trans. Knowl. Discov. Data, 2014

Deterministic Feature Selection for Linear SVM with Provable Guarantees.

Saurabh Paul, Malik Magdon-Ismail, Petros Drineas

CoRR, 2014

Deterministic Feature Selection for Regularized Least Squares Classification.

Saurabh Paul, Petros Drineas

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

2013

Random Projections for Support Vector Machines.

Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas

Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013