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Currently, I am working as Research Assistant under the guidance of Dr. Sujit Gujar, at MLL, International Institute of Information Technology, Hyderabad (IIIT-H).
I am Dual degree student (B Tech (Hons) and MS in Computer Science and Engineering by Research), currently in my fifth year at IIIT-H.
My current research lies in developing theory around practical applications (majorly in sponsored search auctions, smart grids, and crowdsourcing) with the help of Multi-armed bandit (MAB) algorithms, Reinforcement Learning techniques and mechanism design.
Research Interests
Research Interests
My research interests are machine learning, reinforcement learning and mechanism design. I am interested in exploring the field of computer vision (particularly more in the context of sports), natural language processing and fairness.
Recent Updates
Recent Updates
Our paper titled, "A Multi-Arm Bandit Approach To Subset Selection Under Constraints", has been accepted for publication as an Extended Abstract in AAMAS 2021. Also accepted for a long talk in Adaptive and Learning Agents (ALA) Workshop in AAMAS 2021.
Our paper titled, "Designing Truthful Contextual Multi-Armed Bandits based Sponsored Search Auctions", has been accepted for publication as an Extended Abstract in AAMAS 2020.
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