An Extensive Study on Model Architecture and Program Representation in the Domain of Learning-based Automated Program Repair.
Dániel HorváthViktor CsuvikTibor GyimóthyLászló VidácsPublished in: APR@ICSE (2023)
Keyphrases
- study proposes
- conceptual model
- simulation study
- bayesian networks
- computer assisted instruction
- probabilistic model
- learning scheme
- theoretical framework
- formal model
- learning algorithm
- automatically learned
- domain models
- selection mechanism
- learning models
- prior knowledge
- objective function
- learning process
- learning mechanism
- fourth grade
- logical representation
- machine learning
- inductive bias
- decision trees
- formal representation
- learning tasks
- science education
- dynamic bayesian networks
- computer programs
- probability distribution
- supervised learning
- mobile learning