Rahul Nair

Most-cited papers

A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences
Mara Graziani, L. Dutkiewicz, Davide Calvaresi, J. P. Amorim +12 more
2022Artificial Intelligence Review104 citations Open access
Semantic Scholar
Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels
Jochen Gortler, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat +4 more
2021International Conference on Human Factors in Computing Systems87 citations Open access
Semantic Scholar
Toxic Comment Detection using LSTM
K. Dubey, Rahul Nair, Mohd. Usman Khan, S. Shaikh
2020International Conference on Advances in Electronics Computers and Communications36 citations
Semantic Scholar
What Changed? Interpretable Model Comparison
Rahul Nair, Massimiliano Mattetti, Elizabeth M. Daly, Dennis Wei +2 more
2021International Joint Conference on Artificial Intelligence15 citations Open access
Semantic Scholar
User Driven Model Adjustment via Boolean Rule Explanations
Elizabeth M. Daly, Massimiliano Mattetti, Öznur Alkan, Rahul Nair
2021AAAI Conference on Artificial Intelligence14 citations Open access
Semantic Scholar
Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents
Jasmina Gajcin, Rahul Nair, Tejaswini Pedapati, Radu Marinescu +2 more
2021arXiv.org14 citations
Semantic Scholar
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach
Dennis Wei, Rahul Nair, Amit Dhurandhar, Kush R. Varshney +2 more
2022Neural Information Processing Systems12 citations Open access
Semantic Scholar
AutoDOViz: Human-Centered Automation for Decision Optimization
D. Weidele, Shazia Afzal, Abel N. Valente, Cole Makuch +11 more
2023International Conference on Intelligent User Interfaces11 citations Open access
Semantic Scholar
FROTE: Feedback Rule-Driven Oversampling for Editing Models
Öznur Alkan, Dennis Wei, Massimiliano Mattetti, Rahul Nair +2 more
2022Conference on Machine Learning and Systems8 citations
Semantic Scholar
Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification
Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu +2 more
2023European Conference on Artificial Intelligence6 citations Open access
Semantic Scholar
Towards Automated Extraction of Business Constraints from Unstructured Regulatory Text
Rahul Nair, Killian Levacher, Martin Stephenson
2018International Conference on Computational Linguistics4 citations
Semantic Scholar
AIMEE: Interactive model maintenance with rule-based surrogates
Owen Cornec, Rahul Nair, Elizabeth M. Daly, O. Alkan +1 more
2021Neural Information Processing Systems3 citations
Semantic Scholar
Boolean Decision Rules for Reinforcement Learning Policy Summarisation
James McCarthy, Rahul Nair, Elizabeth M. Daly, Radu Marinescu +1 more
2022arXiv.org2 citations Open access
Semantic Scholar
Interpretable Differencing of Machine Learning Models
Swagatam Haldar, Diptikalyan Saha, Dennis Wei, Rahul Nair +1 more
2023Conference on Uncertainty in Artificial Intelligence1 citations Open access
Semantic Scholar
Policy-as-logic for robust reasoning over rules
Rahul Nair, Bastian Lipka, Elizabeth M. Daly
20260 citations
Semantic Scholar
Diagnosing and Mitigating Multihop QA Failures in Small Language Models with Memory Injection
Rahul Nair, H. S., Devapriya S, R. R
20262026 4th International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS)0 citations
Semantic Scholar
Co-creating a globally interpretable model with human input
Rahul Nair
2023arXiv.org0 citations Open access
Semantic Scholar