Lucas Monteiro Paes
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Cross-Pollinator (9) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22)
π§
Keyword Pioneer
Conferences
NIPS (3)
AAAI (1)
ACL (1)
Top co-authors
Keywords
statistical learning
(1)
representation learning
(1)
semantic segmentation
(1)
image segmentation
(1)
conformal prediction
(1)
uncertainty quantification
(1)
medical imaging
(1)
feature attribution
(1)
deep learning
(1)
computational efficiency
(1)
model interpretability
(1)
hypothesis testing
(1)
minimax bounds
(1)
approximation quality
(1)
approximation theory
(1)
model explanation
(1)
black-box model
(1)
hypothesis test
(1)
faithful explanation
(1)
attribution method
(1)
Papers
Multi-Level Explanations for Generative Language Models
ACL 2025
Selective Explanations
NIPS 2024
Multi-Group Proportional Representation in Retrieval
NIPS 2024
AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification
AAAI 2023
On the Epistemic Limits of Personalized Prediction
NIPS 2022