Verifying individual fairness in machine learning models
- Philips George John
- Deepak Vijaykeerthy
- et al.
- 2020
- UAI 2020
Publications
Date
Featured collections
Popular topics
85 results for Fairness, Accountability, Transparency
Data augmentation for discrimination prevention and bias disambiguation
- Shubham Sharma
- Yunfeng Zhang
- et al.
- 2020
- AIES 2020
Fair enough: Improving fairness in budget-constrained decision making using confidence thresholds
- Michiel A. Bakker
- Humberto Riverón Valdés
- et al.
- 2020
- SafeAI 2020
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
Impact of Skin Tone Diversity on Out-of-Distribution Detection Methods in Dermatology
- Assala Benmalek
- Celia Cintas
- et al.
- 2024
- MICCAI 2024
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