Current Research Interests
Current Research Interests
Multi-armed Bandits
Recommender systems
Fair and Interpretable machine learning algorithms
Personalized Pricing
Multi-armed Bandits
Recommender systems
Fair and Interpretable machine learning algorithms
Personalized Pricing
Ph.D. Students
Shivam Gupta (PMRF Fellow)--Working on fair clustering algorithms
Napendra Singh Rajput--Working on Fair resource allocation
Subham Pokhriyal--Working on Fairness Aspects in Multi-armed Bandits
Shradha Sharma--Working on Efficient Client Selection in Federated Learning
Anuj Gupta--Finishing his course work
JRF
Sampa Mondal - Working on Learning under Strategic Agents (SERB CRG Project in collaboration with Dr. Ganesh Ghalme, IIT Hyderabad)
Mudit Sharma - Working on Human-In-the-loop (SERB CRG Project in collaboration with Dr. Shashi Shekhar Jha, IIT Ropar)
Soumya Sarkar - Working on Federated Learning (SERB CRG Project in collaboration with Dr. Sujit Gujar, IIIT Hyderabad)
For more details on the research group, visit GTML@IIT Ropar website here