Lucas Monteiro Paes

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Qualitative Process Theory

Prediction Intervals

Top Venues

Publications

Alex Oesterling, Claudio Mayrink Verdun, Carol Xuan Long, Alex Glynn, Lucas Monteiro Paes, Sajani Vithana, Martina Cardone, Flávio P. Calmon
Multi-Group Proportional Representation. CoRR (2024)
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
Multi-Level Explanations for Generative Language Models. CoRR (2024)
Juan Felipe Gómez, Caio Vieira Machado, Lucas Monteiro Paes, Flávio P. Calmon
Algorithmic Arbitrariness in Content Moderation. FAccT (2024)
Juan Felipe Gómez, Caio Vieira Machado, Lucas Monteiro Paes, Flávio P. Calmon
Algorithmic Arbitrariness in Content Moderation. CoRR (2024)
Lucas Monteiro Paes, Dennis Wei, Flávio P. Calmon
Selective Explanations. CoRR (2024)
Alexander Lin, Lucas Monteiro Paes, Sree Harsha Tanneru, Suraj Srinivas, Himabindu Lakkaraju
Word-Level Explanations for Analyzing Bias in Text-to-Image Models. CoRR (2023)
Lucas Monteiro Paes, Rodrigo Cruz, Flávio P. Calmon, Mario Díaz
On the Inevitability of the Rashomon Effect. ISIT (2023)
Daniel Csillag, Lucas Monteiro Paes, Thiago Ramos, João Vitor Romano, Rodrigo Schuller, Roberto de Beauclair Seixas, Roberto I. Oliveira, Paulo Orenstein
AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification. AAAI (2023)
Lucas Monteiro Paes, Ananda Theertha Suresh, Alex Beutel, Flávio P. Calmon, Ahmad Beirami
Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing. CoRR (2023)
Lucas Monteiro Paes, Carol Long, Berk Ustun, Flávio P. Calmon
On the Epistemic Limits of Personalized Prediction. NeurIPS (2022)