Rahul Nair

Overview

Rahul Nair

Title

Senior Research Scientist

Location

IBM Research Europe - Ireland Dublin, Ireland

Bio

Rahul Nair is Senior Research Scientist at IBM Research and Adjunct Associate Professor at the School of Computer Science, University College Dublin. His current research interests are in trusted AI, model transparency, explainability, and technology for development. His expertise is in optimisation, machine learning which he has applied across sectors particularly transportation, healthcare, and business computing. He holds a Ph.D. from University of Maryland College Park.

Publications

Ranking Large Language Models without Ground Truth
- - Amit Dhurandhar
  - Rahul Nair
  - et al.
- 2024
- ACL 2024
Human-Centered Design Recommendations for LLM-as-a-Judge
- - Qian Pan
  - Zahra Ashktorab
  - et al.
- 2024
- ACL 2024
Interactive Human-Centric Bias Mitigation
- - Inge Vejsbjerg
  - Elizabeth Daly
  - et al.
- 2024
- AAAI 2024
Cookie Consent Has Disparate Impact on Estimation Accuracy
- - Erik Miehling
  - Rahul Nair
  - et al.
- 2023
- NeurIPS 2023
Explaining knock-on effects of bias mitigation
- - Svetoslav Nizhnichenkov
  - Rahul Nair
  - et al.
- 2023
- NeurIPS 2023
Co-creating a globally interpretable model with human inputs
- - Rahul Nair
- 2023
- ICML 2023
An Explainable Forecasting System for Humanitarian Needs Assessment
- - Rahul Nair
  - Bo Schwartz Madsen
  - et al.
- 2023
- IAAI 2023
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
FROTE: Feedback Rule-Driven Oversampling for Editing Models
- - Oznur Alkan
  - Dennis Wei
  - et al.
- 2022
- MLSys 2022
Boolean Decision Rules for Reinforcement Learning Policy Summarisation
- - James McCarthy
  - Rahul Nair
  - et al.
- 2022
- IJCAI 2022

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Patents

- 30 Sep 2024
- US
- 12106193
Moving Decision Boundaries In Machine Learning Models
- 23 Sep 2024
- US
- 12100141
Three-dimensional Delineation Of Tumor Boundaries Via Supervised Machine Learning Algorithms And Augmented Reality
- 18 Sep 2023
- US
- 11763320
Extraction Of A Compliance Profile For An Organization
- 08 May 2023
- US
- 11645595
Predictive Capacity Optimizer
- 23 Jan 2023
- US
- 11562087
Sensitive Data Policy Recommendation Based On Compliance Obligations Of A Data Source
- 16 Jan 2023
- US
- 11556938
Managing Regulatory Compliance For An Entity
- 21 Nov 2022
- US
- 11507890
Ensemble Model Policy Generation For Prediction Systems
- 08 Aug 2022
- US
- 11410184
Extraction Of Compliance Named Entities Of Type Organization
- 25 Jul 2022
- US
- 11397954
Providing Analytics On Compliance Profiles Of Type Organization And Compliance Named Entities Of Type Organization
- 11 Jul 2022
- US
- 11386265
Facilitating Information Technology Solution Templates

Projects

AIMEE

AI model explorer and editor tool.

Fluorescence-based Digital Surgery Decision Support

Analyzing and visualizing differences in blood flow patterns, made visible with fluorescent dyes and multispectral imaging.

AutoFair: Human-compatible Automation of Fairness in AI

Addressing the need for trusted AI in a range of practical industrial applications from recruitment, to fintech and advertising.

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View more projects

Top collaborators

ED

Elizabeth Daly

Elizabeth Daly

STSM, Research Manager, Interactive AI Group

KN

Karthikeyan Natesan Ramamurthy

Karthikeyan Natesan Ramamurthy

Principal Research Scientist

IV

Inge Vejsbjerg

Inge Vejsbjerg

Research Engineer

OC

Owen Cornec

Owen Cornec

Research Engineer @ VAIL / Lead @ Carbon Labs