Ganesh Ghalme
Scholar

Ganesh Ghalme

Google Scholar ID: 3WtQCqYAAAAJ
Assistant Professor, Department of AI, IIT Hyderabad
game theorymechanism designmachine learning
Citations & Impact
All-time
Citations
439
 
H-index
9
 
i10-index
7
 
Publications
20
 
Co-authors
3
list available
Contact
No contact links provided.
Resume (English only)
Academic Achievements
  • Paper 'Envy-Free Cake Cutting with Graph Constraints' accepted to WINE 2023 and Computational Fair Division workshop at IJCAI 2023.
  • 'Mitigating Disparity while Maximizing Reward: Tight Anytime Guarantee for Improving Bandits' published in IJCAI 2023.
  • 'Efficient Algorithms for Fair Clustering with a New Fairness Notion' published in Data Mining and Knowledge Discovery Journal (DMKD), 2023.
  • Contributed to a book chapter titled 'Group and individual fairness in clustering algorithms', published by Springer, 2023.
  • Other works include research on designing fair cost-optimal auctions for agricultural inputs procurement, individual fairness in feature-based pricing for monopoly markets, among others.
Research Experience
  • Involved in various research projects related to fairness, such as envy-free cake cutting with graph constraints, improving bandit algorithms to mitigate disparity, etc.
Education
  • PhD from Indian Institute of Science, Bangalore; Postdoctoral researcher with the game theory group at Technion-Israel Institute of Technology.
Background
  • Research interests include game theory, market equilibria, and fair division. Currently, he is an Assistant Professor in the Department of Artificial Intelligence at Indian Institute of Technology, Hyderabad.