About Us
GTML Lab, an initiative by the visionary Dr Shweta Jain, stands as a pioneering initiative at the crossroads of Game Theory and Machine Learning. Our unwavering dedication revolves around harnessing the synergies between game theory and artificial intelligence, with the ultimate aim of tackling real-world issues. Our mission is to unlock the realms of machine learning, algorithmic game theory, and their pragmatic applications. Through strategic collaborations with esteemed global organizations and collaborators, we actively strive to effect substantial change in vital sectors such as healthcare, finance, and beyond. We invite you to embark on this journey with us, as we collectively shape the future of decision-making and problem-solving. Join us in forging a path toward a brighter and more innovative world.
Recent News
- Shivam Gupta (Advised by Dr. Shweta Jain) has successfully defended his Ph.D. thesis. Congratulations Dr. Gupta!
- Greeshma Panathale has been selected for the prestigious ACM India Anveshan Setu Fellowship, among just 50 Ph.D. students chosen from across the country. Congratulations Greeshma!
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Dr. Shweta Jain has received the
Google India Research Award 2024 for her project on
Fair Allocation of Resources via Multi-armed Bandit Algorithms
, in collaboration with Prof. Nandyala Hemachandra. -
Paper titled
Anytime Fairness Guarantees in Stochastic Combinatorial MABs: A Novel Learning Framework
by Subham Pokhriyal, Shweta Jain, Ganesh Ghalme, and Vaneet Aggarwal has been accepted as a full paper in AAMAS 2025. -
Paper titled
FLIGHT: Facility Location Integrating Generalized, Holistic Theory of Welfare
by Avyukta Manjunatha Vummintala, Shivam Gupta, Shweta Jain, and Sujit Gujar has been accepted as a full paper in AAMAS 2025. -
Paper titled
Fair Assignment on Multi-Stage Graphs
by Vibulan J, Swapnil Dhamal, Shweta Jain, Ojassvi Kumar, Aman Kumar, and Harpreet Singh has been accepted as an extended abstract in AAMAS 2025.