An Explainable Forecasting System for Humanitarian Needs Assessment
- Rahul Nair
- Bo Schwartz Madsen
- et al.
- 2023
- IAAI 2023
Conference paper
Publications
22 results for Rahul Nair
Assessing Users' Ability To Modify And Communicate Ai Models' Decision Boundaries Via A Low-code, Rules-based Approach
- David Piorkowski
- Inge Vejsbjerg
- et al.
- 2022
- INFORMS 2022
Short paperFROTE: Feedback Rule-Driven Oversampling for Editing Models
- Oznur Alkan
- Dennis Wei
- et al.
- 2022
- MLSys 2022
Conference paperBoolean Decision Rules for Reinforcement Learning Policy Summarisation
- James McCarthy
- Rahul Nair
- et al.
- 2022
- IJCAI 2022
Workshop paperContrastive Explanations for Comparing Preferences of Reinforcement Learning
- Jasmina Gajcin
- Rahul Nair
- et al.
- 2022
- AAAI 2022
Workshop paperAIMEE: Interactive model maintenance with rule-based surrogates
- Owen Cornec
- Rahul Nair
- et al.
- 2021
- NeurIPS 2021
Demo paperProspective Explanations: An Interactive Mechanism for Model Understanding
- Rahul Nair
- Pierpaolo Tommasi
- 2021
- NeurIPS 2021
Demo paperUser Driven Model Adjustment via Boolean Rule Explanations
- Elizabeth Daly
- Massimilliano Mattetti
- et al.
- 2021
- AAAI 2021
Conference paperPerfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures
- Sergiy Zhuk
- Jonathan Epperlein
- et al.
- 2020
- MICCAI 2020
Conference paperDirectly Interpretable AI Models With User Constraints
- Rahul Nair
- Elizabeth Daly
- et al.
- 2020
- INFORMS 2020
Conference paper