Arenas, Marcelo

10 publications

JAIR 2025 On Computing Probabilistic Explanations for Decision Trees Marcelo Arenas, Pablo Barceló, Alexander Kozachinskiy, Miguel Romero, Bernardo Subercaseaux

AAAI 2025 Probabilistic Explanations for Linear Models Bernardo Subercaseaux, Marcelo Arenas, Kuldeep S. Meel

AISTATS 2025 Restructuring Tractable Probabilistic Circuits Honghua Zhang, Benjie Wang, Marcelo Arenas, Guy Van Broeck

JMLR 2023 On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results Marcelo Arenas, Pablo Barcelo, Leopoldo Bertossi, Mikael Monet

NeurIPS 2022 On Computing Probabilistic Explanations for Decision Trees Marcelo Arenas, Pablo Barceló, Miguel Romero Orth, Bernardo Subercaseaux

NeurIPS 2021 Foundations of Symbolic Languages for Model Interpretability Marcelo Arenas, Daniel Báez, Pablo Barceló, Jorge Pérez, Bernardo Subercaseaux

AAAI 2021 The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits Marcelo Arenas, Pablo Barceló, Leopoldo E. Bertossi, Mikaël Monet

IJCAI 2016 Incomplete Causal Laws in the Situation Calculus Using Free Fluents Marcelo Arenas, Jorge A. Baier, Juan S. Navarro, Sebastian Sardiña

IJCAI 2015 Bidirectional Constraints for Exchanging Data: Beyond Monotone Queries Marcelo Arenas, Gabriel Diéguez, Jorge Pérez

IJCAI 2013 Exchanging OWL 2 QL Knowledge Bases Marcelo Arenas, Elena Botoeva, Diego Calvanese, Vladislav Ryzhikov