3 papers
cs.SE2025
Data Mining-Based Techniques for Software Fault Localization
Peggy Cellier, Mireille Ducassé, Sébastien Ferré +2
This chapter illustrates the basic concepts of fault localization using a data mining technique. It utilizes the Trityp program to illustrate the general method. Formal concept ana…
cs.AI2025
MADIL: An MDL-based Framework for Efficient Program Synthesis in the ARC Benchmark
Sébastien Ferré
Artificial Intelligence (AI) has achieved remarkable success in specialized tasks but struggles with efficient skill acquisition and generalization. The Abstraction and Reasoning C…
cs.AI2023
Tackling the Abstraction and Reasoning Corpus (ARC) with Object-centric Models and the MDL Principle
Sébastien Ferré
The Abstraction and Reasoning Corpus (ARC) is a challenging benchmark, introduced to foster AI research towards human-level intelligence. It is a collection of unique tasks about g…