Suivre
Frederic Koriche
Frederic Koriche
CRIL, UMR CNRS 8188, Univ. Artois
Adresse e-mail validée de cril.fr
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Année
Constraint acquisition
C Bessiere, F Koriche, N Lazaar, B O'Sullivan
Artificial Intelligence 244, 315-342, 2017
1312017
A SAT-based version space algorithm for acquiring constraint satisfaction problems
C Bessiere, R Coletta, F Koriche, B O’Sullivan
Machine Learning: ECML 2005: 16th European Conference on Machine Learning …, 2005
1022005
Learning conditional preference networks
F Koriche, B Zanuttini
Artificial intelligence 174 (11), 685-703, 2010
982010
On tractable XAI queries based on compiled representations
G Audemard, F Koriche, P Marquis
Proceedings of the International Conference on Principles of Knowledge …, 2020
932020
Learning ordinal preferences on multiattribute domains: The case of CP-nets
Y Chevaleyre, F Koriche, J Lang, J Mengin, B Zanuttini
Preference learning, 273-296, 2010
612010
On the computational intelligibility of boolean classifiers
G Audemard, S Bellart, L Bounia, F Koriche, JM Lagniez, P Marquis
arXiv preprint arXiv:2104.06172, 2021
582021
Knowledge Compilation for Model Counting: Affine Decision Trees.
F Koriche, JM Lagniez, P Marquis, S Thomas
IJCAI, 947-953, 2013
482013
Learning conditional preference networks with queries
F Koriche, B Zanuttini
Proc. 21th International Joint Conference Artificial Intelligence (IJCAI2009 …, 2009
452009
Trading complexity for sparsity in random forest explanations
G Audemard, S Bellart, L Bounia, F Koriche, JM Lagniez, P Marquis
Proceedings of the AAAI Conference on Artificial Intelligence 36 (5), 5461-5469, 2022
362022
On the explanatory power of Boolean decision trees
G Audemard, S Bellart, L Bounia, F Koriche, JM Lagniez, P Marquis
Data & Knowledge Engineering 142, 102088, 2022
352022
Acquiring constraint networks using a SAT-based version space algorithm
C Bessiere, R Coletta, F Koriche, B O'Sullivan
Proceedings of the National Conference on Artificial Intelligence 21 (2), 1565, 2006
352006
On preferred abductive explanations for decision trees and random forests
G Audemard, S Bellart, L Bounia, F Koriche, JM Lagniez, P Marquis
Thirty-First International Joint Conference on Artificial Intelligence …, 2022
292022
Learning variable ordering heuristics with multi-armed bandits and restarts
H Wattez, F Koriche, C Lecoutre, A Paparrizou, S Tabary
ECAI 2020, 371-378, 2020
262020
General game playing with stochastic CSP
F Koriche, S Lagrue, É Piette, S Tabary
Constraints 21 (1), 95-114, 2016
192016
Approximate reasoning about combined knowledge
F Koriche
International Workshop on Agent Theories, Architectures, and Languages, 259-273, 1997
191997
Compiling constraint networks into multivalued decomposable decision graphs
F Koriche, JM Lagniez, P Marquis, S Thomas
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
172015
An improved CNF encoding scheme for probabilistic inference
A Bart, F Koriche, JM Lagniez, P Marquis
ECAI 2016, 613-621, 2016
152016
Tracking sparse linear classifiers
T Zhai, F Koriche, H Wang, Y Gao
IEEE transactions on neural networks and learning systems 30 (7), 2079-2092, 2018
142018
Constraint-Based Symmetry Detection in General Game Playing.
F Koriche, S Lagrue, É Piette, S Tabary
IJCAI, 280-287, 2017
132017
Symmetry-driven decision diagrams for knowledge compilation
A Bart, F Koriche, JM Lagniez, P Marquis
ECAI 2014, 51-56, 2014
122014
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