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Found 53 publication records. Showing 53 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Lukas Hondrich, Hannah Ruschemeier |
Addressing Automation Bias through Verifiability.  |
EWAF  |
2023 |
DBLP BibTeX RDF |
|
| 1 | Sofia Jaime, Christoph Kern |
Ethnic Classifications in Algorithmic Decision-Making Processes. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Joachim Baumann 0002, Anikó Hannák, Christoph Heitz |
Fair Machine Learning Through Post-processing: The Case of Predictive Parity. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | |
Preface. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Nicolas Scharowski, Michaela Benk, Swen J. Kühne, Léane Wettstein, Florian Brühlmann |
Certification Labels for Trustworthy AI. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Bogdan Kulynych, Hsiang Hsu, Carmela Troncoso, Flávio P. Calmon |
Arbitrary Decisions Are a Hidden Cost of Differentially Private Training. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Christoph Kern, Ruben L. Bach, Hannah Mautner, Frauke Kreuter |
When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Lorenzo Porcaro, Carlos Castillo 0001, Emilia Gómez, João Vinagre |
Fairness and Diversity in Information Access Systems. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Nicolò Pagan, Joachim Baumann 0002, Ezzat Elokda, Giulia De Pasquale, Saverio Bolognani, Anikó Hannák |
Closing the Loop: Feedback Loops and Biases in Automated Decision-Making. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Samuel Teuber, Bernhard Beckert |
Formally Verified Algorithmic Fairness Using Information-Flow Tools. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Carlotta Rigotti, Alexandre R. Puttick, Eduard Fosch-Villaronga, Mascha Kurpicz-Briki |
Mitigating Diversity Biases of AI in the Labor Market. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Adrian Byrne, Ivan Caffrey, Quan Le |
Towards a Framework for the Global Assessment of Sensitive Attribute Bias Within Binary Classification Algorithms. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Camilla Quaresmini, Eugenia Villa, Valentina Breschi, Viola Schiaffonati, Mara Tanelli |
Qualification and Quantification of Fairness for Sustainable Mobility Policies. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Marcello Di Bello, Nicolò Cangiotti, Michele Loi |
Classification Parity, Causal Equal Protection and Algorithmic Fairness. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Sofie Goethals, David Martens, Toon Calders |
Explainability Methods to Detect and Measure Discrimination in Machine Learning Models. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Teresa Scantamburlo, Giovanni Grandi |
A 'Little Ethics' for Algorithmic Decision-Making. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Jan-Laurin Müller |
Fairness in Machine Learning as 'Algorithmic Positive Action'. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Charles Wan, Leid Zejnilovic, Susana Lavado |
How Differential Robustness Creates Disparate Impact: A European Case Study. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Giorgian Borca-Tasciuc, Xingzhi Guo, Stanley Bak, Steven Skiena |
Provable Fairness for Neural Network Models Using Formal Verification. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Bauke Wielinga |
Complex Equality and Algorithmic Fairness: A Social Goods Approach to Make Statistical Fairness Metrics Less Abstract. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Fanny Jourdan, Ronan Pons, Nicholas Asher, Jean-Michel Loubes, Laurent Risser |
Is a Fairness Metric Score Enough to Assess Discrimination Biases in Machine Learning? |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Mattia Cerrato, Alesia Vallenas Coronel, Marius Köppel |
The Case for Correctability in Fair Machine Learning. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Joachim Baumann 0002, Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli |
An Open-Source Toolkit to Generate Biased Datasets. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Laura State, Miriam Fahimi |
Careful Explanations: A Feminist Perspective on XAI. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Joshua R. Loftus |
It's About Time: Counterfactual Fairness and Temporal Depth. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Alex Loosley, Amrollah Seifoddini, Alessandro Canopoli, Meike Zehlike |
Body Measurement Prediction Fairness. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Sander Beckers, Hana Chockler, Joseph Y. Halpern |
A Causal Analysis of Harm. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Evaggelia Pitoura |
Pagerank Fairness in Networks. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | José M. Álvarez 0002, Alessandro Fabris, Christoph Heitz, Corinna Hertweck, Michele Loi, Meike Zehlike (eds.) |
Proceedings of the 2nd European Workshop on Algorithmic Fairness, Winterthur, Switzerland, June 7th to 9th, 2023. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Vincent J. Straub, Deborah Morgan, Youmna Hashem, John Francis, Saba Esnaashari, Jonathan Bright |
A Multidomain Relational Framework to Guide Institutional AI Research and Adoption. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Ahmet Bilal Aytekin |
Algorithmic Bias in the Context of European Union Anti-Discrimination Directives. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Siamak Ghodsi, Eirini Ntoutsi |
Affinity Clustering Framework for Data Debiasing Using Pairwise Distribution Discrepancy. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Oriane Pierrès, Alireza Darvishy, Markus Christen |
Artificial Intelligence in Higher Education: Ethical Concerns for Students With Disabilities. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Yasaman Yousefi, Lisa Koutsoviti Koumeri, Magali Legast, Christoph Schommer, Koen Vanhoof, Axel Legay |
Compatibility of Fairness Metrics With EU Non-Discrimination Law: A Legal and Technical Case Study. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Chiara Ullstein, Severin Engelmann, Orestis Papakyriakopoulos, Jens Grossklags |
A Reflection on How Cross-Cultural Perspectives on the Ethics of Facial Analysis AI Can Inform EU Policymaking. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Andreas Nikolaos Athanasopoulos, Amanda Belfrage, David Berg Marklund, Christos Dimitrakakis |
Approximate Inference for the Bayesian Fairness Framework. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Gabriele Carovano, Alexander Meinke |
Improving Fairness and Cybersecurity in the Artificial Intelligence Act. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Fanny Jourdan, Titon Tshiongo Kaninku, Nicholas Asher, Jean-Michel Loubes, Laurent Risser |
Breaking Bias: How Optimal Transport Can Help to Tackle Gender Biases in NLP Based Job Recommendation Systems? |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Hilde J. P. Weerts, Raphaële Xenidis, Fabien Tarissan, Henrik Palmer Olsen, Mykola Pechenizkiy |
Algorithmic Unfairness Through the Lens of EU Non-Discrimination Law. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Alessandro Fabris, Fabio Giachelle, Alberto Piva, Gianmaria Silvello, Gian Antonio Susto |
A Search Engine for Algorithmic Fairness Datasets. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Sebastian Zezulka |
Fairness After Intervention: Towards a Theory of Substantial Fairness for Machine Learning. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Matteo Fabbri |
Social Influence for Societal Interest: A Pro-Ethical Framework for Improving Human Decision-Making Through Multi-Stakeholder Recommender Systems. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Sakina Hansen, Joshua R. Loftus |
Model-Agnostic Auditing: A Lost Cause? |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Jan Simson, Florian Pfisterer, Christoph Kern |
What If? Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Malwina Anna Wojcik |
Assessing the Legality of Using the Category of Race and Ethnicity in Clinical Algorithms - the EU Anti-Discrimination Law Perspective. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Eugenia Cacciatori, Enzo Fenoglio, Emre Kazim |
Living with Opaque Technologies: Insights for AI from Digital Simulations. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Andrea Ferrario |
Through the Sands of Time: A Reliabilistic Account of Justified Credence in the Trustworthiness of AI Systems. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Corinna Hertweck, Joachim Baumann 0002, Michele Loi, Christoph Heitz |
FairnessLab: A Consequence-Sensitive Bias Audit and Mitigation Toolkit. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Lou Therese Brandner, Philipp Mahlow, Anna Wilken, Annika Wölke, Hazar Harmouch, Simon David Hirsbrunner |
How Data Quality Determines AI Fairness: The Case of Automated Interviewing. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Otto Sahlgren |
Using Fairness Metrics as Decision-Making Procedures: Algorithmic Fairness and the Problem of Action-Guidance. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Matteo Fabbri |
From Digital Nudging to Users' Self-Determination: Explainability as a Framework for the Effective Implementation of the Transparency Requirements for Recommender Systems Set by the Digital Services Act of the European Union. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Joachim Baumann 0002, Corinna Hertweck, Michele Loi, Christoph Heitz |
Unification, Extension, and Interpretation of Group Fairness Metrics for ML-Based Decision-Making. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
| 1 | Laura State, Alejandra Bringas Colmenarejo, Andrea Beretta, Salvatore Ruggieri, Franco Turini, Stephanie Law |
The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods. |
EWAF |
2023 |
DBLP BibTeX RDF |
|
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