P Manisha
Assistant Professor, Computer Science
Indian Institute of Technology, Gandhinagar
B.Tech. (Electrical Engineering): IIT Jodhpur, 2017
Ph.D.: IIIT Hyderabad, 2023
Email: manisha.padala -AT- iitgn.ac.in
Office: 13/405C
Embedded Files
News and Announcements
Apr 2025 - Our work on "Rethinking LLMs as Verifiers: When Verification is Harder Than Solving" accepted at LLM Reasoning workshop ICLR 2026
Mar 2026 - Our work on "Almost Equitable Allocations of Indivisible Goods under Externalities" accepted at GAIW 2026
Feb 2026 - Speaker at ACM ARCS 2026
Jan 2026 - Seminar on "LLM Bidding Markets" C-MInDS, IIT Bombay
Dec 2025 - Our work on "Truthful Reverse Auctions for Adaptive Selection via Contextual Multi-Armed Bandits" accepted at AAMAS 2026
June 2025 - Our work on "Coordinating Monetary Contributions in Participatory Budgeting" accepted for publication in JAAMAS
Our group looks at diverse topics at the intersection of machine learning and fairness. These include exploring different fairness measures, developing fair and private classifiers, and investigating fairness in federated settings. We also look at the problem of Fair Resource Allocation under the presence of Externalities
Mechanism Design and Deep Learning - we look at designing mechanisms to build systems that are resistant to manipulations from strategic agents. The mechanisms are designed to ensure certain efficiency and fairness criteria in different context, like auctions, crowdfunding and resource allocation
Google Sites
Report abuse