Gilles Audemard
9 papers · 2013–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🗺️
Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
abductive explanation
(5)
decision tree
(4)
random forest
(4)
explainable ai
(4)
contrastive explanation
(2)
boosted tree
(2)
scheduling optimization
(1)
polynomial time
(1)
local explanation
(1)
model explanation
(1)
tree-based model
(1)
constraint programming
(1)
preference model
(1)
coverage condition
(1)
majoritary reason
(1)
domain theory
(1)
boosted regression tree
(1)
boolean condition
(1)
cegar algorithm
(1)
implicant explanation
(1)
Papers
Check-In Desk Scheduling Optimisation at CDG International Airport
AAAI 2024
Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories
IJCAI 2024
On the Computation of Example-Based Abductive Explanations for Random Forests
IJCAI 2024
PyXAI: An XAI Library for Tree-Based Models
IJCAI 2024
Computing Abductive Explanations for Boosted Regression Trees
IJCAI 2023
Computing Abductive Explanations for Boosted Trees
AISTATS 2023
On Preferred Abductive Explanations for Decision Trees and Random Forests
IJCAI 2022
Trading Complexity for Sparsity in Random Forest Explanations
AAAI 2022
Just-in-Time Compilation of Knowledge Bases
IJCAI 2013