Bernardo Subercaseaux
5 papers · 2020–2025 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(2)
🏃
Academic Marathon
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (4)
AAAI (1)
Top co-authors
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 $\varepsilon$-Accurate Predictions
NIPS 2022
On Computing Probabilistic Explanations for Decision Trees
NIPS 2022
Foundations of Symbolic Languages for Model Interpretability
NIPS 2021
Model Interpretability through the lens of Computational Complexity
NIPS 2020