Subercaseaux, Bernardo

6 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

NeurIPS 2022 Augmenting Online Algorithms with $\varepsilon$-Accurate Predictions Anupam Gupta, Debmalya Panigrahi, Bernardo Subercaseaux, Kevin Sun

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

NeurIPS 2020 Model Interpretability Through the Lens of Computational Complexity Pablo Barceló, Mikaël Monet, Jorge Pérez, Bernardo Subercaseaux