Frédéric Koriche
9 papers · 2013–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
🏆
Keyword Champion
(2)
🚀
Conference Pioneer
Top co-authors
Research topics
Keywords
decision tree
(3)
probabilistic explanation
(2)
abductive explanation
(2)
constraint satisfaction
(2)
random forest
(2)
online optimization
(1)
monte carlo tree search
(1)
explanation generation
(1)
best arm identification
(1)
mirror descent
(1)
feature importance
(1)
multi-armed bandit
(1)
approximation algorithm
(1)
prediction games
(1)
model explanation
(1)
stochastic game
(1)
sparsity constraint
(1)
nonstochastic setting
(1)
regression model
(1)
mixed integer programming
(1)
Papers
Probabilistic Explanations for Regression Models
UAI 2025
Approximating probabilistic explanations via supermodular minimization
UAI 2023
Best Heuristic Identification for Constraint Satisfaction
IJCAI 2022
On Preferred Abductive Explanations for Decision Trees and Random Forests
IJCAI 2022
Trading Complexity for Sparsity in Random Forest Explanations
AAAI 2022
Compiling Combinatorial Prediction Games
ICML 2018
Constraint-Based Symmetry Detection in General Game Playing
IJCAI 2017
Compiling Constraint Networks into Multivalued Decomposable Decision Graphs
IJCAI 2015
Knowledge Compilation for Model Counting: Affine Decision Trees
IJCAI 2013