Overfitting in semantics-based automated program repair

Overfitting in semantics-based automated program repair

The primary goal of Automated Program Repair (APR) is to automatically fix buggy software, to reduce the manual bug-fix burden that presently rests on human developers. Existing APR techniques can be generally divided into two families: semantics- vs. heuristics-based. Semantics-based APR uses symbo...

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Bibliographic Details
Main Authors: LE, Dinh Xuan Bach, THUNG, Ferdian, LO, David, LE GOUES, Claire
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2018
Subjects:
Automated program repair
Program synthesis
Symbolic execution
Patch overfitting
Software Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/3986
https://ink.library.smu.edu.sg/context/sis_research/article/4988/viewcontent/Overfitting_in_semantics_based_automated_program_repair_afv.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/3986
https://ink.library.smu.edu.sg/context/sis_research/article/4988/viewcontent/Overfitting_in_semantics_based_automated_program_repair_afv.pdf

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