My research interest includes the area of Game theory and Mechanism Design. I am interested in working in the area of intersection of machine learning and mechanism design.
Currently, I am looking at the problem of Multi-armed Bandit Mechanism and its applications
to Auctions, Crowdsourcing, Internet Advertising, and smart grids.
E-mail: shwetajain [AT] iitrpr [dot] ac [dot] in
- Satyanath Bhat, Shweta Jain, Sujit Gujar, Yadati Narahari. An optimal bidimensional multi-armed bandit auction for multi-unit procurement, Annals of Mathematics and Artificial Intelligence, Volume 85, Issue 1, pp 1-19, 2019.
- Siddharth Barman, Ganesh Ghalme, Shweta Jain, Pooja Kulkarni, Shivika Narang. “Fair Division of Indivisible Goods amongst Strategic Agents”, Proceedings of the 2019 International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS’19.
Paper Url: https://dl.acm.org/citation.cfm?id=3306127.3331927
- Shweta Jain, Sujit Gujar, Satyanath Bhat, Onno Zoeter, Y. Narahari. A quality assuring, cost optimal multi-armed bandit mechanism for expertsourcing, Artificial Intelligence, Volume 254, pp 44-63, 2018.
- Ganesh Ghalme, Sujit Gujar, Amleshwar Kumar, Shweta Jain, Y. Narahari. "Design of Coalition Resistant Credit Score Functions for Online Discussion Forums", Proceedings of the 2018 International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS’18.
Paper Url: https://dl.acm.org/citation.cfm?id=3237383.3237404