Bernardo Subercaseaux
5 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Keywords
model interpretability
(2)
sufficient reason
(2)
computational complexity
(2)
probabilistic explanation
(2)
linear model
(2)
decision tree
(2)
sat solver
(1)
post-hoc explanation
(1)
tree-based model
(1)
parameterized complexity
(1)
prediction accuracy
(1)
complexity theory
(1)
neural network
(1)
logic-based explanation
(1)
symbolic language
(1)
formal explainable ai
(1)
explainable ai
(1)
formal xai
(1)
feature attribution
(1)
formal verification
(1)
Papers
Probabilistic Explanations for Linear Models
AAAI 2025
Augmenting Online Algorithms with ε-Accurate Predictions
NeurIPS 2022
On Computing Probabilistic Explanations for Decision Trees
NeurIPS 2022
Foundations of Symbolic Languages for Model Interpretability
NeurIPS 2021
Model Interpretability through the lens of Computational Complexity
NeurIPS 2020