Mikaël Monet
4 papers · 2020–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(9)
Conferences
AAAI (1)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
boolean circuit
(2)
shapley value
(2)
model interpretability
(2)
approximation scheme
(1)
linear model
(1)
post-hoc explanation
(1)
binary decision diagram
(1)
tree-based model
(1)
parameterized complexity
(1)
explainable artificial intelligence
(1)
complexity theory
(1)
model counting
(1)
explainable machine learning
(1)
neural network
(1)
computational complexity
(1)
shap score
(1)
knowledge compilation
(1)
decision tree
(1)
Papers
On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results
JMLR 2023
The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits
AAAI 2021
Model Interpretability through the lens of Computational Complexity
NIPS 2020
The Logical Expressiveness of Graph Neural Networks
ICLR 2020