Frédéric Koriche

9 papers · 2013–2025 · 4 conferences · across top CS/AI conferences

Achievements

🗺️ 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

Jean-Marie Lagniez (5) Pierre Marquis (4) Louènas Bounia (3) Steve Bellart (2) Gilles Audemard (2) Samuel Thomas (2) Chi Tran (1) Sylvain Lagrue (1) Anastasia Paparrizou (1) Christophe Lecoutre (1)

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