Mateo Espinosa Zarlenga
9 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🏆 Grand Slam 🏆 Keyword Champion (3)
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Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
concept bottleneck model
(3)
concept-based model
(3)
concept representation
(2)
concept intervention
(2)
concept bottleneck
(2)
interpretable model
(2)
interpretable machine learning
(1)
preference optimization
(1)
robustness
(1)
deep learning
(1)
model interpretability
(1)
posterior distribution
(1)
concept learning
(1)
algorithm
(1)
end-to-end training
(1)
direct preference optimization
(1)
counterfactual explanation
(1)
model explanation
(1)
explainable ai
(1)
policy learning
(1)
Papers
Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization
ICML 2025
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
ICML 2025
Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning
ICLR 2025
Efficient Bias Mitigation Without Privileged Information
ECCV 2024
Understanding Inter-Concept Relationships in Concept-Based Models
ICML 2024
Interpretable Neural-Symbolic Concept Reasoning
ICML 2023
Learning to Receive Help: Intervention-Aware Concept Embedding Models
NeurIPS 2023
Towards Robust Metrics for Concept Representation Evaluation
AAAI 2023
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
NeurIPS 2022