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Papers matching “algorithmic bias” 72

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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
Deep BIAS: Detecting Structural Bias using Explainable AI
2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Diederick Vermetten, Fabio Caraffini, Anna V. Kononova

13

citations
Using structural bias to analyse the behaviour of modular CMA-ES
2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Fabio Caraffini, Bas van Stein, Anna V. Kononova

9

citations
A Deep Dive Into Effects of Structural Bias on CMA-ES Performance Along Affine Trajectories
2024 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Sarah L. Thomson, Anna V. Kononova

4

citations
A Deep Dive into Effects of Structural Bias on CMA-ES Performance along Affine Trajectories
2024 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Sarah L. Thomson, Anna V. Kononova

0

citations
Emergence of structural bias in differential evolution
2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Fabio Caraffini, Anna V. Kononova

14

citations
Comparing Spectral Bias and Robustness For Two-Layer Neural Networks: SGD vs Adaptive Random Fourier Features
2024 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

Aku Kammonen, Raul F. Tempone

0

citations
Structural bias in optimization algorithms
2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Anna V. Kononova, Bas van Stein

0

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
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain
2021 preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Bas van Stein, Fabio Caraffini, Leandro Lei Minku, Anna V. Kononova

1

citations
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain
2021 preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Bas van Stein, Fabio Caraffini, Leandro Lei Minku, Anna V. Kononova

1

citations
Deep-BIAS: Detecting Structural Bias using Explainable AI
2023 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Diederick Vermetten, Fabio Caraffini, Anna V. Kononova

1

citations
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain
2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Bas van Stein, Fabio Caraffini, Leandro Lei Minku, Anna V. Kononova

34

citations
Biomedical Image Analysis Challenges (BIAS) Reporting Guideline
2020 Zenodo (CERN European Organization for Nuclear Research) other Computer Science Medical Image Segmentation Techniques Open access

Lena Maier‐Hein, Annika Reinke, Michal Kozubek, Anne Louise Martel, Tal Arbel, Matthias Eisenmann, +8 more

3

citations
Towards Robust Domain Generation Algorithm Classification
2024 ACM Asia Conference on Computer and Communications Security (ASIA CCS) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

Arthur Drichel, Ulrike Meyer

6

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
Is there anisotropy in structural bias?
2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Anna V. Kononova, Fabio Caraffini, Hao Wang, Thomas Bäck

7

citations
LLaMEA-SAGE: Guiding Automated Algorithm Design with Structural Feedback from Explainable AI
2026 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Niki van Stein, Anna V. Kononova, Lars Kotthoff, Thomas Bäck

0

citations
Gradient Descent for Deep Matrix Factorization: Dynamics and Implicit Bias towards Low Rank
2020 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

Hung-Hsu Chou, Carsten Gieshoff, Johannes Maly, Holger Rauhut

2

citations
Recognizability bias in citizen science photographs
2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Advanced Neural Network Applications Open access

Wouter Koch, Laurens Hogeweg, Erlend Birkeland Nilsen, Robert Brian O’Hara, Anders Gravbrøt Finstad

1

citations
Structural Bias in Multi-objective Optimization
2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Jakub Kůdela, Bas van Stein, Thomas Bäck, Anna V. Kononova

0

citations
Synthesizing optimal bias in randomized self-stabilization
2021 Distributed Computing article Computer Science Distributed systems and fault tolerance Open access

Matthias Volk, Borzoo Bonakdarpour, Joost-Pieter Katoen, Saba Aflaki

3

citations
BIAS: Transparent reporting of biomedical image analysis challenges
2020 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access

Lena Maier‐Hein, Annika Reinke, Michal Kozubek, Anne Louise Martel, Tal Arbel, Matthias Eisenmann, +8 more

9

citations
Validation of 3 Computer-Aided Facial Phenotyping Tools (DeepGestalt, GestaltMatcher, and D-Score): Comparative Diagnostic Accuracy Study
2024 Journal of Medical Internet Research article Computer Science Face recognition and analysis Open access

Alisa Maria Vittoria Reiter, Jean Tori Pantel, Magdalena Danyel, Denise Horn, Claus‐Eric Ott, Martin A. Mensah

18

citations