Lucas Monteiro Paes
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Optimization & Theory
(3)
Application Areas
(2)
Learning Types
(2)
Computer Vision
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Clinical
(1)
Domain-Specific
(1)
Generation
(1)
Keywords
large language model
(2)
representation learning
(1)
reinforcement 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)
bias mitigation
(1)
vision-language model
(1)
approximation theory
(1)
model explanation
(1)
black-box model
(1)
Papers
DSO: Direct Steering Optimization for Bias Mitigation
CVPR 2026
Multi-Level Explanations for Generative Language Models
ACL 2025
Multi-Group Proportional Representation in Retrieval
NeurIPS 2024
Selective Explanations
NeurIPS 2024
AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification
AAAI 2023
On the Epistemic Limits of Personalized Prediction
NeurIPS 2022