Natalia Martinez
5 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(4)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Core Methods
(1)
Domain-Specific
(1)
Methods
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
representation learning
(1)
reinforcement learning
(1)
adversarial learning
(1)
domain generalization
(1)
attention mechanism
(1)
policy learning
(1)
minimax optimization
(1)
pareto efficiency
(1)
belief state
(1)
partially observable markov decision process
(1)
data privacy
(1)
multi-objective optimization
(1)
minimax risk
(1)
generalization bound
(1)
deep neural network
(1)
heterogeneous data
(1)
group fairness
(1)
sensitive attribute
(1)
decision support
(1)
classifier fairness
(1)
Papers
Evidence-Driven Reasoning for Industrial Maintenance Using Heterogeneous Data
ACL 2026
Attention-Based Network for Weak Labels in Neonatal Seizure Detection
MLHC 2020
Instance-based Generalization in Reinforcement Learning
NeurIPS 2020
Minimax Pareto Fairness: A Multi Objective Perspective
ICML 2020
Adversarially Learned Representations for Information Obfuscation and Inference
ICML 2019