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Papers matching “algorithmic fairness” 48

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FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering
2023 Expert Systems with Applications article Computer Science Machine Learning and Algorithms Open access

Ricky Maulana Fajri, Akrati Saxena, Yulong Pei, Mykola Pechenizkiy

6

citations
FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering
2022 arXiv (Cornell University) preprint Computer Science Machine Learning and Algorithms Open access

Ricky Maulana Fajri, Akrati Saxena, Mykola Pechenizkiy

0

citations
Influence of the algorithm's reliability and transparency in the user's decision-making process
2023 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Sourabh Zanwar

0

citations
Bridging Racial and Age Gaps in Face Recognition: A Data-Augmentation Framework for Fair AI
2026 SN Computer Science article Computer Science Face recognition and analysis Open access

Sofoklis Kitharidis, Anthonie Schaap, Thomas Bäck, Bas van Stein

1

citations
FAIA - FAIR AI Attribution White Paper
2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Law, AI, and Intellectual Property Open access

Sylvia E. Le Dévédec, Kristina Maria Hettne, Alessa A. Gambardella, Erik Schultes, Sebastian Posth

0

citations
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging
2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access

Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Katharina Kuhl, Marcus R. Makowski, Sven Nebelung, Rickmer Braren, +3 more

52

citations
Increasing trust and fairness in machine learning applications within the mortgage industry
2022 Machine Learning with Applications article Computer Science Explainable Artificial Intelligence (XAI) Open access

Wessel van Zetten, Guus J. Ramackers, Holger H. Hoos

5

citations
Correction: MBFair: a model-based verification methodology for detecting violations of individual fairness
2025 Software & Systems Modeling erratum Computer Science Formal Methods in Verification Open access

Qusai Ramadan, Marco Konersmann, Amir Shayan Ahmadian, Jan Jürjens, Steffen Staab

0

citations
FAIR Machine Learning Model Pipeline Implementation of COVID-19 Data
2022 Data Intelligence article Computer Science Research Data Management Practices Open access

Sakinat Oluwabukonla Folorunso, Ezekiel Adebayo Ogundepo, Mariam Basajja, Joseph Bamidele Awotunde, Abdullahi Abubakar Kawu, Francisca Onaolapo Oladipo, +1 more

10

citations
Proof of Concept and Horizons on Deployment of FAIR Data Points in the COVID-19 Pandemic
2022 Data Intelligence article Computer Science Research Data Management Practices Open access

Mariam Basajja, Marek Suchánek, Getu Tadele Taye, Samson Yohannes Amare, Mutwalibi Nambobi, Sakinat Oluwabukonla Folorunso, +3 more

6

citations
Design of a FAIR digital data health infrastructure in Africa for COVID‐19 reporting and research
2021 Advanced Genetics article Computer Science Research Data Management Practices Open access

Mirjam van Reisen, Francisca Onaolapo Oladipo, M.J.W. Stokmans, Mouhamed Mpezamihgo, Sakinat Oluwabukonla Folorunso, Erik Schultes, +22 more

45

citations
Explainable AI for Bioinformatics: Methods, Tools and Applications
2023 Briefings in Bioinformatics article Computer Science Explainable Artificial Intelligence (XAI) Open access

Md. Rezaul Karim, Tanhim Islam, Md Shajalal, Oya Beyan, Christoph Lange, Michael Cochez, +2 more

199

citations
Scaffold-based evaluation metrics for fair comparison of molecular generators
2026 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access

Valeriia Fil, Remco L. van den Broek, Martin Šícho, Ivan Čmelo, M. Isabel Agea, Willem Jespers, +2 more

1

citations
Scaffold-Based Evaluation Metrics for Fair Comparison of Molecular Generators
2026 ChemRxiv preprint Computer Science Computational Drug Discovery Methods Open access

Valeriia Fil, Remco L. van den Broek, Martin Šícho, Ivan Čmelo, M. Isabel Agea, Willem Jespers, +2 more

0

citations
Explainable artificial intelligence (XAI) post-hoc explainability methods: risks and limitations in non-discrimination law
2022 AI and Ethics article Computer Science Explainable Artificial Intelligence (XAI)

Ali El-Sharif, Muhammed Syed Ali

125

citations
Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications
2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access

Mohsen Vejdanihemmat, Mahshad Lotfinia, Mirabela Rusu, Daniel Truhn, Andreas Maier, Soroosh Tayebi Arasteh

27

citations
A Multidisciplinary Lens of Bias in Hate Speech
2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access

Paula Reyero Lobo, Joseph Kwarteng, Mayra Russo, Miriam Fahimi, Kristen M. Scott, Antonio Ferrara, +2 more

1

citations
faia-framework/w3id.docs: 1.0.0
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Semantic Web and Ontologies Open access

Kristina Hettne, Sebastian Posth

0

citations
faia-framework/w3id.docs: 1.0.0
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Semantic Web and Ontologies Open access

Kristina Hettne, Sebastian Posth

0

citations
The impact of site-specific digital histology signatures on deep learning model accuracy and bias
2021 Nature Communications article Computer Science AI in cancer detection Open access

Frederick Matthew Howard, James M. Dolezal, Sara E. Kochanny, Jefree J. Schulte, Heather Chen, Lara Rosaline Heij, +7 more

320

citations
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection
2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) conference-paper Computer Science Hate Speech and Cyberbullying Detection Open access

Mattia Samory, Claudia Wagner, Isabelle Augenstein

21

citations
When accurate prediction models yield harmful self-fulfilling prophecies
2025 Patterns article Computer Science Machine Learning in Healthcare Open access

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Rajesh Ranganath, Giovanni Cinà

16

citations
When accurate prediction models yield harmful self-fulfilling prophecies
2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access

Wouter A. C. van Amsterdam, Nan van Geloven, Jesse H. Krijthe, Giovanni Cinà

5

citations
Optimal-Delay-Guaranteed Energy Efficient Cooperative Offloading in VEC Networks
2020 Globecom conference-paper Computer Science IoT and Edge/Fog Computing cited by 1 patent

Yao Lin Zhu, Tianyu Yang, Yulin Hu, Wanting Gao, Anke Schmeink

7

citations
Relaying-Assisted Multiuser Networks in FBL Regime: Achievable Reliability-Constrained Throughput
2021 International Symposium on Wireless Communication Systems conference-paper Computer Science Cooperative Communication and Network Coding

Xiaopeng Yuan, Yao Lin Zhu, Yulin Hu, Deshi Li, Anke Schmeink

2

citations