Frédéric Koriche
9 papers · 2013–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (16) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4)
🏃
Academic Marathon
(12)
🐝
Cross-Pollinator
(10)
🚀
Conference Pioneer
Conferences
IJCAI (5)
UAI (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
decision tree
(3)
constraint satisfaction
(2)
abductive explanation
(2)
random forest
(2)
feature importance
(1)
online optimization
(1)
prediction games
(1)
mirror descent
(1)
best arm identification
(1)
monte carlo tree search
(1)
multi-armed bandit
(1)
approximation algorithm
(1)
stochastic game
(1)
model explanation
(1)
constraint programming
(1)
symmetry detection
(1)
general game playing
(1)
probabilistic explanation
(1)
preference model
(1)
combinatorial prediction game
(1)
Papers
Probabilistic Explanations for Regression Models
UAI 2025
Approximating probabilistic explanations via supermodular minimization
UAI 2023
Trading Complexity for Sparsity in Random Forest Explanations
AAAI 2022
On Preferred Abductive Explanations for Decision Trees and Random Forests
IJCAI 2022
Best Heuristic Identification for Constraint Satisfaction
IJCAI 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