Scholar
Manisha Padala
Google Scholar ID: xV1WKDkAAAAJ
Indian Institute of Technology, Gandhinagar
Citations & Impact
Citations
319
H-index
9
i10-index
9
Publications
20
Co-authors
2
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - Paper 'Coordinating Monetary Contributions in Participatory Budgeting' accepted for publication in JAAMAS (June 2025)
- - Paper on Adversarial Attacks for Compromising Group Fairness in FL accepted at CFAgentic @ ICML'25 (June 2025)
- - Talk on Mechanisms for Crowdfunding at ICORDS 2025, Manipal (June 2025)
- - Paper 'Robust In-Context Learning via Multi-Armed Bandit-Based Partition' accepted at ICLR 2025 Workshop Data Problems (June 2025)
- - Gave an invited talk on Distributed Learning and Privacy at NWBCSM 2025, IIIT Hyderabad (March 2025)
- - Paper 'Tab-Shapley: Identifying Top-k Tabular Data Quality Insights' accepted at AAAI 2025
Research Experience
- - Assistant Professor, Computer Science, Indian Institute of Technology, Gandhinagar
- - Research projects involve machine learning and fairness, mechanism design and deep learning, etc.
Education
- B.Tech. (Electrical Engineering): IIT Jodhpur, 2017; Ph.D.: IIIT Hyderabad, 2023
Background
- Research interests include machine learning and fairness, fairness in federated settings, fair resource allocation, etc.
