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Fair Federated Learning for Heterogeneous Face Data


Sep 06, 2021
Samhita Kanaparthy, Manisha Padala, Sankarshan Damle, Sujit Gujar


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Federated Learning Meets Fairness and Differential Privacy


Aug 23, 2021
Manisha Padala, Sankarshan Damle, Sujit Gujar


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Sleeping Combinatorial Bandits


Jun 03, 2021
Kumar Abhishek, Ganesh Ghalme, Sujit Gujar, Yadati Narahari


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A Multi-Arm Bandit Approach To Subset Selection Under Constraints


Feb 09, 2021
Ayush Deva, Kumar Abhishek, Sujit Gujar

* Accepted in AAMAS 2021 as Extended Abstract 

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Effect of Input Noise Dimension in GANs


Apr 15, 2020
Manisha Padala, Debojit Das, Sujit Gujar


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Designing Truthful Contextual Multi-Armed Bandits based Sponsored Search Auctions


Feb 26, 2020
Kumar Abhishek, Shweta Jain, Sujit Gujar


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Ballooning Multi-Armed Bandits


Jan 24, 2020
Ganesh Ghalme, Swapnil Dhamal, Shweta Jain, Sujit Gujar, Y. Narahari


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Introduction to Concentration Inequalities


Oct 04, 2019
Kumar Abhishek, Sneha Maheshwari, Sujit Gujar

* 17 pages 

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FaRM: Fair Reward Mechanism for Information Aggregation in Spontaneous Localized Settings (Extended Version)


Jun 10, 2019
Moin Hussain Moti, Dimitris Chatzopoulos, Pan Hui, Sujit Gujar

* 13 pages, IJCAI Main Track Extended version of "FaRM: Fair Reward Mechanism for Information Aggregation in Spontaneous Localized Settings" 

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A Neural Network Framework for Fair Classifier


Nov 01, 2018
P Manisha, Sujit Gujar


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Generative Adversarial Networks (GANs): What it can generate and What it cannot?


Mar 31, 2018
P Manisha, Sujit Gujar


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An Incentive Compatible Multi-Armed-Bandit Crowdsourcing Mechanism with Quality Assurance


Jun 17, 2015
Shweta Jain, Sujit Gujar, Satyanath Bhat, Onno Zoeter, Y. Narahari


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