Mateo Espinosa Zarlenga
9 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(11)
π
Grand Slam
Conferences
ICML (4)
NIPS (2)
AAAI (1)
ECCV (1)
ICLR (1)
Top co-authors
Keywords
concept bottleneck model
(2)
concept representation
(2)
interpretable machine learning
(1)
policy learning
(1)
explainable ai
(1)
model interpretability
(1)
concept learning
(1)
interpretable model
(1)
concept bottleneck
(1)
counterfactual explanation
(1)
end-to-end training
(1)
concept intervention
(1)
human-ai interaction
(1)
logic rule
(1)
concept embedding
(1)
logical rule
(1)
human intervention
(1)
disentanglement learning
(1)
neural symbolic reasoning
(1)
interpretable reasoning
(1)
Papers
Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization
ICML 2025
Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning
ICLR 2025
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
ICML 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
NIPS 2023
Towards Robust Metrics for Concept Representation Evaluation
AAAI 2023
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
NIPS 2022