Interactive Human-Centric Bias Mitigation
- 2024
- AAAI 2024
Bio
I am a Research Software Engineer for the Interactive AI group located in the IBM Research Dublin lab. During my time in IBM Research I have worked building interactive prototypes with the Interactive AI Research Group and AI for Health and Social Care teams. Prior to joining the lab, I worked in IBM Software Group on the Intelligent Operations Center line of products for smarter cities. Before joining IBM, I spent several years working as a web and software developer.
I received an MSc in Computer Science from University College Dublin, an MSc in Multimedia from Dublin City University, and a BA in Communication Studies from Dublin City University.
Publications
AIMEE: An Exploratory Study of How Rules Support AI Developers to Explain and Edit Models
- 2023
- PACM HCI
AutoDOViz: Human-Centered Automation for Decision Optimization
- Daniel Karl I. Weidele
- Shazia Afzal
- et al.
- 2023
- IUI 2023
Envisioning a Human-AI collaborative system to transform policies into decision models
- Vanessa Lopez
- Gabriele Picco
- et al.
- 2022
- arXiv
Assessing Users' Ability To Modify And Communicate Ai Models' Decision Boundaries Via A Low-code, Rules-based Approach
- 2022
- INFORMS 2022
Learning Insurance Benefit Rules from Policy Texts with Small Labeled Data
- Gabriele Picco
- Lam Thanh Hoang
- et al.
- 2021
- MedInfo 2021
Why or Why Not? The Effect of Justification Styles on Chatbot Recommendations
- Daricia Wilkinson
- Öznur Alkan
- et al.
- 2021
- ACM TOIS
Towards protecting vital healthcare programs by extracting actionable knowledge from policy
- Vanessa Lopez
- Nagesh Yadav
- et al.
- 2021
- ACL-IJCNLP 2021
IRF: A Framework for Enabling Users to Interact with Recommenders through Dialogue
- Öznur Alkan
- Massimiliano Mattetti
- et al.
- 2020
- CSCW 2020
IRF: Interactive recommendation through dialogue
- Öznur Alkan
- Massimiliano Mattetti
- et al.
- 2019
- RecSys 2019
Patents
- 18 Dec 2023
- US
- 11847431
- 08 May 2023
- US
- 11645575
- 28 Nov 2022
- US
- 11514458
- 29 Aug 2022
- US
- 11429652
- 04 Apr 2022
- US
- 11295251
- 14 Mar 2022
- US
- 11275902
Projects
AIMEE
AI model explorer and editor tool.
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.
Top collaborators
ED
Elizabeth Daly
STSM, Research Manager, Interactive AI Group
MS
Marco Sbodio
Senior Research Scientist
TH
Lam Hoang
Research Staff Member, data mining
VL
Vanessa Lopez Garcia
Senior Research Scientist and Manager, AI for Health and Social Care, Master inventor