Fair enough: Improving fairness in budget-constrained decision making using confidence thresholds
- Michiel A. Bakker
- Humberto Riverón Valdés
- et al.
- 2020
- SafeAI 2020
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. 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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82 results for Fairness, Accountability, Transparency
Scalable Optimal Multiway-Split Decision Trees
- Shivaram Subramanian
- Wei Sun
- 2023
- INFORMS 2023
Sustainable Computing: Measuring Application Energy Consumption in Kubernetes Environments with Kepler
- 2024
- KubeCon EU 2024
Addressing the Design Needs of Implementing Fairness in AI via Influence Functions
- Brianna Richardson
- Kush R. Varshney
- 2021
- INFORMS 2021
Prompt Templates: A Methodology for Improving Manual Red Teaming Performance
- Brandon Dominique
- David Piorkowski
- et al.
- 2024
- CHI 2024
Facilitating Human-LLM Collaboration through Factuality Scores and Source Attributions
- Hyo Jin Do
- Rachel Ostrand
- et al.
- 2024
- CHI 2024
CUI@CHI 2024: Building Trust in CUIs-From Design to Deployment
- Smit Desai
- Christina Wei
- et al.
- 2024
- CHI 2024
Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach
- Nathalie Baracaldo Angel
- Ali Anwar
- et al.
- 2022
- arXiv
Comparison of Methods to Reduce Bias from Clinical Prediction Models of Postpartum Depression
- Yoonyoung Park
- Jianying Hu
- et al.
- 2021
- JAMA network open
Evaluating Social Determinants of Health Variables in Advanced Analytic and Artificial Intelligence Models for Cardiovascular Disease Risk and Outcomes: A Targeted Review
- Jane Snowdon
- Elisabeth Scheufele
- et al.
- 2023
- Ethnicity & Disease