Lucas Monteiro Paes

18 papers A* 4B 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
AI Alignment at Your Discretion.
FAccT
Maarten Buyl, Hadi Khalaf, Claudio Mayrink Verdun, Lucas Monteiro Paes, Caio Cesar Vieira Machado, Flávio du Pin Calmon
2025 J jnl
AI Alignment at Your Discretion.
CoRR
Maarten Buyl, Hadi Khalaf, Claudio Mayrink Verdun, Lucas Monteiro Paes, Caio Vieira Machado, Flávio P. Calmon
2025 J jnl
DSO: Direct Steering Optimization for Bias Mitigation.
CoRR
Lucas Monteiro Paes, Nivedha Sivakumar, Yinong Oliver Wang, Masha Fedzechkina Donaldson, Barry-John Theobald, Luca Zappella, Nicholas Apostoloff
2025 J jnl
ICX360: In-Context eXplainability 360 Toolkit.
CoRR
Dennis Wei, Ronny Luss, Xiaomeng Hu, Lucas Monteiro Paes, Pin-Yu Chen, Karthikeyan Natesan Ramamurthy, Erik Miehling, Inge Vejsbjerg, Hendrik Strobelt
2025 — conf
Multi-Level Explanations for Generative Language Models.
ACL (1)
Lucas Monteiro Paes, Dennis Wei, Hyo Jin Do, Hendrik Strobelt, Ronny Luss, Amit Dhurandhar, Manish Nagireddy, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Werner Geyer, Soumya Ghosh
2024 — conf
Algorithmic Arbitrariness in Content Moderation.
FAccT
Juan Felipe Gómez, Caio Vieira Machado, Lucas Monteiro Paes, Flávio P. Calmon
2024 J jnl
Algorithmic Arbitrariness in Content Moderation.
CoRR
Juan Felipe Gómez, Caio Vieira Machado, Lucas Monteiro Paes, Flávio P. Calmon
2024 J jnl
Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing.
IEEE J. Sel. Areas Inf. Theory
Lucas Monteiro Paes, Ananda Theertha Suresh, Alex Beutel, Flávio P. Calmon, Ahmad Beirami
2024 A* conf
Multi-Group Proportional Representation in Retrieval.
NeurIPS
Alex Oesterling, Claudio Mayrink Verdun, Alexander Glynn, Carol Xuan Long, Lucas Monteiro Paes, Sajani Vithana, Martina Cardone, Flávio P. Calmon
2024 J jnl
Multi-Group Proportional Representation.
CoRR
Alex Oesterling, Claudio Mayrink Verdun, Carol Xuan Long, Alexander Glynn, Lucas Monteiro Paes, Sajani Vithana, Martina Cardone, Flávio P. Calmon
2024 J jnl
Multi-Level Explanations for Generative Language Models.
CoRR
Lucas Monteiro Paes, Dennis Wei, Hyo Jin Do, Hendrik Strobelt, Ronny Luss, Amit Dhurandhar, Manish Nagireddy, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Werner Geyer, Soumya Ghosh
2024 A* conf
Selective Explanations.
NeurIPS
Lucas Monteiro Paes, Dennis Wei, Flávio P. Calmon
2024 J jnl
Selective Explanations.
CoRR
Lucas Monteiro Paes, Dennis Wei, Flávio P. Calmon
2023 A* conf
AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification.
AAAI
Daniel Csillag, Lucas Monteiro Paes, Thiago Ramos, João Vitor Romano, Rodrigo Schuller, Roberto de Beauclair Seixas, Roberto I. Oliveira, Paulo Orenstein
2023 J jnl
Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing.
CoRR
Lucas Monteiro Paes, Ananda Theertha Suresh, Alex Beutel, Flávio P. Calmon, Ahmad Beirami
2023 B conf
On the Inevitability of the Rashomon Effect.
ISIT
Lucas Monteiro Paes, Rodrigo Cruz, Flávio P. Calmon, Mario Díaz
2023 J jnl
Word-Level Explanations for Analyzing Bias in Text-to-Image Models.
CoRR
Alexander Lin, Lucas Monteiro Paes, Sree Harsha Tanneru, Suraj Srinivas, Himabindu Lakkaraju
2022 A* conf
On the Epistemic Limits of Personalized Prediction.
NeurIPS
Lucas Monteiro Paes, Carol Xuan Long, Berk Ustun, Flávio P. Calmon