Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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10 results for Rahul Nair

What Changed? Interpretable Model Comparison
- - Rahul Nair
  - Massimiliano Mattetti
  - et al.
- 2021
- IJCAI 2021
Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures
- - Sergiy Zhuk
  - Jonathan Epperlein
  - et al.
- 2020
- MICCAI 2020
User Driven Model Adjustment via Boolean Rule Explanations
- - Elizabeth Daly
  - Massimilliano Mattetti
  - et al.
- 2021
- AAAI 2021
Directly Interpretable AI Models With User Constraints
- - Rahul Nair
  - Elizabeth Daly
  - et al.
- 2020
- INFORMS 2020
A Framework for Orchestrating Different Recommendation Algorithms based on User Feedback
- - Oznur Alkan
  - Massimilliano Mattetti
  - et al.
- 2020
- INFORMS 2020
Interactive AI Solutions For Real World Business Problems
- - Elizabeth Daly
  - Oznur Alkan
  - et al.
- 2020
- INFORMS 2020
Prospective Explanations: An Interactive Mechanism for Model Understanding
- - Rahul Nair
  - Pierpaolo Tommasi
- 2021
- NeurIPS 2021
AIMEE: Interactive model maintenance with rule-based surrogates
- - Owen Cornec
  - Rahul Nair
  - et al.
- 2021
- NeurIPS 2021
Contrastive Explanations for Comparing Preferences of Reinforcement Learning
- - Jasmina Gajcin
  - Rahul Nair
  - et al.
- 2022
- AAAI 2022
FROTE: Feedback Rule-Driven Oversampling for Editing Models
- - Oznur Alkan
  - Dennis Wei
  - et al.
- 2022
- MLSys 2022