Espinosa Zarlenga, Mateo

4 publications

ICML 2025 Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization Emiliano Penaloza, Tianyue H. Zhang, Laurent Charlin, Mateo Espinosa Zarlenga

ICML 2025 Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts Mateo Espinosa Zarlenga, Gabriele Dominici, Pietro Barbiero, Zohreh Shams, Mateja Jamnik

ICML 2024 Understanding Inter-Concept Relationships in Concept-Based Models Naveen Janaki Raman, Mateo Espinosa Zarlenga, Mateja Jamnik

ICML 2023 Interpretable Neural-Symbolic Concept Reasoning Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio, Frederic Precioso, Mateja Jamnik, Giuseppe Marra