Datta, Anupam

12 publications

ICLRW 2025 ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Exploration Minghang Deng, Ashwin Ramachandran, Canwen Xu, Lanxiang Hu, Zhewei Yao, Anupam Datta, Hao Zhang

ICML 2022 Robust Models Are More Interpretable Because Attributions Look Normal Zifan Wang, Matt Fredrikson, Anupam Datta

NeurIPS 2021 Influence Patterns for Explaining Information Flow in BERT Kaiji Lu, Zifan Wang, Piotr Mardziel, Anupam Datta

AAAI 2020 An Information-Theoretic Quantification of Discrimination with Exempt Features Sanghamitra Dutta, Praveen Venkatesh, Piotr Mardziel, Anupam Datta, Pulkit Grover

CVPRW 2020 Interpreting Interpretations: Organizing Attribution Methods by Criteria Zifan Wang, Piotr Mardziel, Anupam Datta, Matt Fredrikson

NeurIPS 2020 Smoothed Geometry for Robust Attribution Zifan Wang, Haofan Wang, Shakul Ramkumar, Piotr Mardziel, Matt Fredrikson, Anupam Datta

ICLR 2019 Feature-Wise Bias Amplification Klas Leino, Emily Black, Matt Fredrikson, Shayak Sen, Anupam Datta

NeurIPS 2018 Hunting for Discriminatory Proxies in Linear Regression Models Samuel Yeom, Anupam Datta, Matt Fredrikson

AAAI 2015 Audit Games with Multiple Defender Resources Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha

IJCAI 2015 Incentivizing Peer Grading in MOOCS: An Audit Game Approach Alejandro Uriel Carbonara, Anupam Datta, Arunesh Sinha, Yair Zick

IJCAI 2015 Influence in Classification via Cooperative Game Theory Amit Datta, Anupam Datta, Ariel D. Procaccia, Yair Zick

IJCAI 2013 Audit Games Jeremiah Blocki, Nicolas Christin, Anupam Datta, Ariel D. Procaccia, Arunesh Sinha