Amit Deshpande
This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.
Bibliography
2024
2023
Optimizing Group-Fair Plackett-Luce Ranking Models for Relevance and Ex-Post Fairness.
CoRR, 2023
Causal Effect Regularization: Automated Detection and Removal of Spurious Attributes.
CoRR, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023
2022
Identifying, measuring, and mitigating individual unfairness for supervised learning models and application to credit risk models.
CoRR, 2022
2021
Proceedings of the 38th International Conference on Machine Learning, 2021
The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
2003
Study of Network Performance in a Simulated Network for Optimized Node Degree and Network Cost.
Proceedings of the International Conference on Internet Computing, 2003