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Assistant Professor,
Room 216, Dept. of Computer Science and Engineering,
Research Interests
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
Lab Website: https://gtmliitrpr.github.io/index.html
Recent News
We have been granted "Google India Research Award, 2024" to work on "Fair Allocation of Resources via Multi-armed Bandit Algorithms". This is a joint project with Prof. NANDYALA Hemachandra.
Following papers have been accepted to AAMAS 2025:
Subham Pokhriyal, Shweta Jain, Ganesh Ghalme, Vaneet Aggarwal. Anytime Fairness Guarantees in Stochastic Combinatorial MABs: A Novel Learning Framework.
Avyukta Manjunatha Vummintala, Shivam Gupta, Shweta Jain, Sujit Gujar. FLIGHT: Facility Location Integrating Generalized, Holistic Theory of Welfare.
Vibulan J, Swapnil Dhamal, Shweta Jain, Ojassvi Kumar, Aman Kumar, Harpreet Singh. Fair Assignment on Multi-Stage Graphs. Accepted as extended abstract.
Following Papers have been accepted to ECAI 2024:
Pranavkumar Mallela, Vinay Kumar, Shashi Shekhar Jha and Shweta Jain. A Multi-Stage Framework for Cost-Effective Performance in Human-AI Teams. Accepted in ECAI 2024.
Shivam Gupta, Shweta Jain, Narayanan C Krishnan, Ganesh Ghalme and Nandyala Hemachandra. Capacitated Online Clustering Algorithm. Accepted in ECAI 2024.
Other Professional Activities:
Co-ordinator, Indo-Taiwan Joint Research Center on Artificial Intelligence and Machine Learning, IIT Ropar
SPC Member: IJCAI 2021, IJCAI 2022
PC Member: AAAI 2024, AAAI 2022, AAAI 2021, IJCAI 2020, WebConf 2020 (Social Network Track)
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