Fairness in AI: challenges in bridging the gap between algorithms and law
Fuente:
arXiv
Saved in:
| Main Authors: | Giannopoulos, Giorgos, Psalla, Maria, Kavouras, Loukas, Sacharidis, Dimitris, Marecek, Jakub, Matilla, German M, Emiris, Ioannis |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FALE: Fairness-Aware ALE Plots for Auditing Bias in Subgroups
by: Giannopoulos, Giorgos, et al.
Published: (2024)
by: Giannopoulos, Giorgos, et al.
Published: (2024)
GLANCE: Global Actions in a Nutshell for Counterfactual Explainability
by: Kavouras, Loukas, et al.
Published: (2024)
by: Kavouras, Loukas, et al.
Published: (2024)
Fairness in Ranking: Robustness through Randomization without the Protected Attribute
by: Kliachkin, Andrii, et al.
Published: (2024)
by: Kliachkin, Andrii, et al.
Published: (2024)
Mixture of Experts for Recognizing Depression from Interview and Reading Tasks
by: Ilias, Loukas, et al.
Published: (2025)
by: Ilias, Loukas, et al.
Published: (2025)
Sample Complexity of Bias Detection with Subsampled Point-to-Subspace Distances
by: Matilla, German Martinez, et al.
Published: (2025)
by: Matilla, German Martinez, et al.
Published: (2025)
From Divergence to Consensus: Evaluating the Role of Large Language Models in Facilitating Agreement through Adaptive Strategies
by: Triantafyllopoulos, Loukas, et al.
Published: (2025)
by: Triantafyllopoulos, Loukas, et al.
Published: (2025)
Benchmarking Stochastic Approximation Algorithms for Fairness-Constrained Training of Deep Neural Networks
by: Kliachkin, Andrii, et al.
Published: (2025)
by: Kliachkin, Andrii, et al.
Published: (2025)
Recognition of Dysarthria in Amyotrophic Lateral Sclerosis patients using Hypernetworks
by: Ilias, Loukas, et al.
Published: (2025)
by: Ilias, Loukas, et al.
Published: (2025)
AI and personalized learning: bridging the gap with modern educational goals
by: Laak, Kristjan-Julius, et al.
Published: (2024)
by: Laak, Kristjan-Julius, et al.
Published: (2024)
humancompatible.detect: a Python Toolkit for Detecting Bias in AI Models
by: Matilla, German M., et al.
Published: (2025)
by: Matilla, German M., et al.
Published: (2025)
Price discrimination, algorithmic decision-making, and European non-discrimination law
by: Borgesius, Frederik Zuiderveen
Published: (2025)
by: Borgesius, Frederik Zuiderveen
Published: (2025)
Mend the gap: A smart repair algorithm for noisy polygonal tilings
by: Clelland, Jeanne N.
Published: (2023)
by: Clelland, Jeanne N.
Published: (2023)
Multimodal Detection of Bots on X (Twitter) using Transformers
by: Ilias, Loukas, et al.
Published: (2023)
by: Ilias, Loukas, et al.
Published: (2023)
Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness
by: Pfohl, Stephen R., et al.
Published: (2025)
by: Pfohl, Stephen R., et al.
Published: (2025)
Neural Approximation of Generalized Voronoi Diagrams
by: Rigas, Panagiotis, et al.
Published: (2026)
by: Rigas, Panagiotis, et al.
Published: (2026)
Evaluating Fairness in Self-supervised and Supervised Models for Sequential Data
by: Yfantidou, Sofia, et al.
Published: (2024)
by: Yfantidou, Sofia, et al.
Published: (2024)
FairAdapter: Detecting AI-generated Images with Improved Fairness
by: Ding, Feng, et al.
Published: (2024)
by: Ding, Feng, et al.
Published: (2024)
AI Fairness in Practice
by: Leslie, David, et al.
Published: (2024)
by: Leslie, David, et al.
Published: (2024)
Disclosure and Evaluation as Fairness Interventions for General-Purpose AI
by: Raman, Vyoma, et al.
Published: (2025)
by: Raman, Vyoma, et al.
Published: (2025)
Algorithmic Administration and the EU AI Act: Legal Principles for Public Sector Use of AI
by: Pavlidis, Georgios, et al.
Published: (2026)
by: Pavlidis, Georgios, et al.
Published: (2026)
On the (In)Compatibility between Group Fairness and Individual Fairness
by: Xu, Shizhou, et al.
Published: (2024)
by: Xu, Shizhou, et al.
Published: (2024)
Distilling Vision Transformers for Distortion-Robust Representation Learning
by: Alexis, Konstantinos, et al.
Published: (2026)
by: Alexis, Konstantinos, et al.
Published: (2026)
Moving beyond Principles: Identifying Actionable AI Fairness Practices
by: Burtscher, Christoph, et al.
Published: (2026)
by: Burtscher, Christoph, et al.
Published: (2026)
Measurement challenges in AI catastrophic risk governance and safety frameworks
by: Kasirzadeh, Atoosa
Published: (2024)
by: Kasirzadeh, Atoosa
Published: (2024)
Artificial Intelligence and Cost Reduction in Public Higher Education: A Scoping Review of Emerging Evidence
by: Tzanoulinou, Diamanto, et al.
Published: (2026)
by: Tzanoulinou, Diamanto, et al.
Published: (2026)
The Butterfly Effect in Artificial Intelligence Systems: Implications for AI Bias and Fairness
by: Ferrara, Emilio
Published: (2023)
by: Ferrara, Emilio
Published: (2023)
AI Gender Bias, Disparities, and Fairness: Does Training Data Matter?
by: Latif, Ehsan, et al.
Published: (2023)
by: Latif, Ehsan, et al.
Published: (2023)
The AI Fairness Myth: A Position Paper on Context-Aware Bias
by: Nepomuceno, Kessia, et al.
Published: (2025)
by: Nepomuceno, Kessia, et al.
Published: (2025)
The Benefits and Risks of Transductive Approaches for AI Fairness
by: Razzak, Muhammed, et al.
Published: (2024)
by: Razzak, Muhammed, et al.
Published: (2024)
Ethical AI in Retail: Consumer Privacy and Fairness
by: Adanyin, Anthonette
Published: (2024)
by: Adanyin, Anthonette
Published: (2024)
The coordination gap in frontier AI safety policies
by: Mengesha, Isaak
Published: (2026)
by: Mengesha, Isaak
Published: (2026)
Enhancing Soft Skills in Network Management Education: A Study on the Impact of GenAI-based Virtual Assistants
by: Pantazatos, Dimitris, et al.
Published: (2025)
by: Pantazatos, Dimitris, et al.
Published: (2025)
Crossing the principle-practice gap in AI ethics with ethical problem-solving
by: Corrêa, Nicholas Kluge, et al.
Published: (2024)
by: Corrêa, Nicholas Kluge, et al.
Published: (2024)
Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation
by: Wang, Yifei, et al.
Published: (2023)
by: Wang, Yifei, et al.
Published: (2023)
LunaAI: A Polite and Fair Healthcare Guidance Chatbot
by: Ganesan, Yuvarani, et al.
Published: (2026)
by: Ganesan, Yuvarani, et al.
Published: (2026)
Measuring Perceptions of Fairness in AI Systems: The Effects of Infra-marginality
by: Tong, Schrasing, et al.
Published: (2026)
by: Tong, Schrasing, et al.
Published: (2026)
Tailoring Education with GenAI: A New Horizon in Lesson Planning
by: Karpouzis, Kostas, et al.
Published: (2024)
by: Karpouzis, Kostas, et al.
Published: (2024)
Towards Clinical AI Fairness: Filling Gaps in the Puzzle
by: Liu, Mingxuan, et al.
Published: (2024)
by: Liu, Mingxuan, et al.
Published: (2024)
Predicting and Explaining Traffic Crash Severity Through Crash Feature Selection
by: Castellani, Andrea, et al.
Published: (2025)
by: Castellani, Andrea, et al.
Published: (2025)
Trustworthy AI in practice: an analysis of practitioners' needs and challenges
by: Baldassarre, Maria Teresa, et al.
Published: (2024)
by: Baldassarre, Maria Teresa, et al.
Published: (2024)
Similar Items
-
FALE: Fairness-Aware ALE Plots for Auditing Bias in Subgroups
by: Giannopoulos, Giorgos, et al.
Published: (2024) -
GLANCE: Global Actions in a Nutshell for Counterfactual Explainability
by: Kavouras, Loukas, et al.
Published: (2024) -
Fairness in Ranking: Robustness through Randomization without the Protected Attribute
by: Kliachkin, Andrii, et al.
Published: (2024) -
Mixture of Experts for Recognizing Depression from Interview and Reading Tasks
by: Ilias, Loukas, et al.
Published: (2025) -
Sample Complexity of Bias Detection with Subsampled Point-to-Subspace Distances
by: Matilla, German Martinez, et al.
Published: (2025)