Search Publications

@conference{Sambhav22,
title = {Differentially Private Federated Combinatorial Bandits with Constraints},
author = {Sambhav Solanki and Samhita Kanaparthy and Sankarshan Damle and Sujit Gujar},
year = {2022},
date = {2022-09-19},
booktitle = {In the proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD'22)},
keywords = {differential privacy, federated learning, Multi-arm Bandits},
pubstate = {published},
tppubtype = {conference}
}

@conference{Kanaparthy22reform,
title = {REFORM: Reputation Based Fair and Temporal Reward Framework for Crowdsourcing},
author = {Samhita Kanaparthy and Sankarshan Damle and Sujit Gujar},
year = {2022},
date = {2022-05-09},
booktitle = {In the Proceedings of International Conference on Autonomous Agents and Multiagent Systems, AAMAS'22},
keywords = {crowdsourcing, incentive design},
pubstate = {published},
tppubtype = {conference}
}

@conference{Samhita22a,
title = {Fair Federated Learning for Heterogeneous Data},
author = {Samhita Kanaparthy and Manisha Padala and Sankarshan Damle and Sujit Gujar},
year = {2022},
date = {2022-01-05},
booktitle = {Young Researchers Symposium, CODS-COMAD'22.},
keywords = {fairness, federated learning},
pubstate = {published},
tppubtype = {conference}
}