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Siddharth Barman
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Fairness and Welfare Quantification for Regret in Multi-Armed Bandits


May 27, 2022
Siddharth Barman, Arindam Khan, Arnab Maiti, Ayush Sawarni

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* 32 pages 
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Intervention Efficient Algorithm for Two-Stage Causal MDPs


Nov 01, 2021
Rahul Madhavan, Aurghya Maiti, Gaurav Sinha, Siddharth Barman

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* 29 pages 
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Optimal Algorithms for Range Searching over Multi-Armed Bandits


May 04, 2021
Siddharth Barman, Ramakrishnan Krishnamurthy, Saladi Rahul

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* 21 pages 
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Quantifying Infra-Marginality and Its Trade-off with Group Fairness


Sep 03, 2019
Arpita Biswas, Siddharth Barman, Amit Deshpande, Amit Sharma

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Fair Division Under Cardinality Constraints


Jul 23, 2018
Siddharth Barman, Arpita Biswas

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* 19 pages. Accepted at the 27th International Joint Conference on Artificial Intelligence (IJCAI), 2018 
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Groupwise Maximin Fair Allocation of Indivisible Goods


Nov 21, 2017
Siddharth Barman, Arpita Biswas, Sanath Kumar Krishnamurthy, Y. Narahari

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* 19 pages 
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Online Learning for Structured Loss Spaces


Nov 12, 2017
Siddharth Barman, Aditya Gopalan, Aadirupa Saha

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* 24 pages 
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Online Convex Optimization Using Predictions


Apr 25, 2015
Niangjun Chen, Anish Agarwal, Adam Wierman, Siddharth Barman, Lachlan L. H. Andrew

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* 30 pages 
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