Maria De-Arteaga
Scholar

Maria De-Arteaga

Google Scholar ID: q2YhTvAAAAAJ
Associate Professor, ESADE Business School
Machine learningAlgorithmic fairnessHuman-centered MLHuman-AI collaboration
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Citations & Impact
All-time
Citations
2,026
 
H-index
20
 
i10-index
25
 
Publications
20
 
Co-authors
28
list available
Contact
No contact links provided.
Publications
7 items
Bias-Aware Mislabeling Detection via Decoupled Confident Learning
2025
Cited
0
Should you use LLMs to simulate opinions? Quality checks for early-stage deliberation
2025
Cited
0
Perils of Label Indeterminacy: A Case Study on Prediction of Neurological Recovery After Cardiac Arrest
2025
Cited
0
More of the Same: Persistent Representational Harms Under Increased Representation
2025
Cited
0
Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection
arXiv.org · 2024
Cited
3
Learning Complementary Policies for Human-AI Teams
arXiv.org · 2023
Cited
10
Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness
ML4H@NeurIPS · 2022
Cited
9
Resume (English only)
Co-authors
28 total
Alexandra Chouldechova
Alexandra Chouldechova
Researcher @ MSR NYC FATE
Maytal Saar-Tsechansky
Maytal Saar-Tsechansky
The University of Texas at Austin
Adam Tauman Kalai
Adam Tauman Kalai
OpenAI
Artur Dubrawski
Artur Dubrawski
Carnegie Mellon University
Matt Lease
Matt Lease
Professor, School of Information, University of Texas at Austin
Hanna Wallach
Hanna Wallach
VP & Distinguished Scientist, Microsoft Research
Co-author 7
Co-author 7
Jennifer Chayes
Jennifer Chayes
Professor, UC Berkeley