Natalia Martinez
5 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (8) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Conferences
ICML (2)
ACL (1)
MLHC (1)
NIPS (1)
Top co-authors
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 datum
(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
Instance-based Generalization in Reinforcement Learning
NIPS 2020
Minimax Pareto Fairness: A Multi Objective Perspective
ICML 2020
Attention-Based Network for Weak Labels in Neonatal Seizure Detection
MLHC 2020
Adversarially Learned Representations for Information Obfuscation and Inference
ICML 2019