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Lucas Monteiro Paes
Lucas Monteiro Paes
Other namesLucas Paes, Lucas Monteiro, Lucas W Monteiro Paes
Apple Machine Learning Research
Verified email at apple.com - Homepage
Title
Cited by
Cited by
Year
Algorithmic arbitrariness in content moderation
JF Gomez, C Machado, LM Paes, F Calmon
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and …, 2024
442024
Multi-level explanations for generative language models
LM Paes, D Wei, HJ Do, H Strobelt, R Luss, A Dhurandhar, M Nagireddy, ...
Proceedings of the 63rd Annual Meeting of the Association for Computational …, 2025
21*2025
Word-level explanations for analyzing bias in text-to-image models
A Lin, LM Paes, SH Tanneru, S Srinivas, H Lakkaraju
arXiv preprint arXiv:2306.05500, 2023
172023
AmnioML: amniotic fluid segmentation and volume prediction with uncertainty quantification
D Csillag, LM Paes, T Ramos, JV Romano, R Schuller, RB Seixas, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15494 …, 2023
172023
On the epistemic limits of personalized prediction
L Monteiro Paes, C Long, B Ustun, F Calmon
Advances in Neural Information Processing Systems 35, 1979-1991, 2022
172022
On the inevitability of the Rashomon effect
LM Paes, R Cruz, FP Calmon, M Diaz
2023 IEEE International Symposium on Information Theory (ISIT), 549-554, 2023
152023
AI Alignment at Your Discretion
M Buyl, H Khalaf, C Mayrink Verdun, L Monteiro Paes, ...
Proceedings of the 2025 ACM Conference on Fairness, Accountability, and …, 2025
112025
A novel source-filter stochastic model for voice production
E Cataldo, L Monteiro, C Soize
Journal of voice 37 (1), 1-8, 2021
52021
Multi-group fairness evaluation via conditional value-at-risk testing
LM Paes, AT Suresh, A Beutel, FP Calmon, A Beirami
IEEE Journal on Selected Areas in Information Theory, 2024
32024
Multi-group proportional representation in retrieval
A Oesterling, C Mayrink Verdun, A Glynn, C Long, L Monteiro Paes, ...
Advances in Neural Information Processing Systems 37, 114601-114655, 2024
22024
Selective explanations
L Monteiro Paes, D Wei, F Calmon
Advances in Neural Information Processing Systems 37, 55562-55590, 2024
12024
DSO: Direct Steering Optimization for Bias Mitigation
LM Paes, N Sivakumar, YO Wang, MF Donaldson, BJ Theobald, ...
arXiv preprint arXiv:2512.15926, 2025
2025
ICX360: In-Context eXplainability 360 Toolkit
D Wei, R Luss, X Hu, LM Paes, PY Chen, KN Ramamurthy, E Miehling, ...
arXiv preprint arXiv:2511.10879, 2025
2025
Context large language model output explanation
LWM Paes, D Wei, R Luss, A Dhurandhar, KN Ramamurthy, S Ghosh, ...
US Patent App. 18/595,630, 2025
2025
Epistemic Limits of Trustworthy Machine Learning
LWM Paes
Harvard University, 2025
2025
AI Technologies: Algorithmic Monocultures, Arbitrariness and Global Divides
CM Verdun, CA Tsuzuki, CV Machado, JF Gomez, LM Paes, FP Calmon
T20 Inclusive Digital Transformation - G20 Policy Brief, 2024
2024
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Articles 1–16