Adaptive Search-based Repair of Deep Neural Networks

Davide Li Calsi; Matias Duran; Thomas Laurent; Xiao Yi Zhang; Paolo Arcaini; Fuyuki Ishikawa

doi:10.1145/3583131.3590477

Adaptive Search-based Repair of Deep Neural Networks

Davide Li Calsi, Matias Duran, Thomas Laurent, Xiao Yi Zhang, Paolo Arcaini, Fuyuki Ishikawa

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference
Publisher	Association for Computing Machinery, Inc
Pages	1527-1536
Number of pages	10
ISBN (Electronic)	9798400701191
DOIs	https://doi.org/10.1145/3583131.3590477
State	Published - Jul 12 2023
Externally published	Yes
Event	2023 Genetic and Evolutionary Computation Conference, GECCO 2023 - Lisbon, Portugal Duration: Jul 15 2023 → Jul 19 2023

Publication series

Name	GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference

Conference

Conference	2023 Genetic and Evolutionary Computation Conference, GECCO 2023
Country/Territory	Portugal
City	Lisbon
Period	7/15/23 → 7/19/23

ASJC Scopus Subject Areas

Artificial Intelligence
Software
Theoretical Computer Science

Keywords

deep neural networks
DNN repair
fault localisation
search-based software engineering

Access to Document

10.1145/3583131.3590477

Cite this

Li Calsi, D., Duran, M., Laurent, T., Zhang, X. Y., Arcaini, P., & Ishikawa, F. (2023). Adaptive Search-based Repair of Deep Neural Networks. In GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference (pp. 1527-1536). (GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference). Association for Computing Machinery, Inc. https://doi.org/10.1145/3583131.3590477

Adaptive Search-based Repair of Deep Neural Networks. / Li Calsi, Davide; Duran, Matias; Laurent, Thomas et al.
GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, 2023. p. 1527-1536 (GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Li Calsi, D, Duran, M, Laurent, T, Zhang, XY, Arcaini, P & Ishikawa, F 2023, Adaptive Search-based Repair of Deep Neural Networks. in GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference. GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference, Association for Computing Machinery, Inc, pp. 1527-1536, 2023 Genetic and Evolutionary Computation Conference, GECCO 2023, Lisbon, Portugal, 7/15/23. https://doi.org/10.1145/3583131.3590477

Li Calsi D, Duran M, Laurent T, Zhang XY, Arcaini P, Ishikawa F. Adaptive Search-based Repair of Deep Neural Networks. In GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc. 2023. p. 1527-1536. (GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference). doi: 10.1145/3583131.3590477

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title = "Adaptive Search-based Repair of Deep Neural Networks",

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author = "{Li Calsi}, Davide and Matias Duran and Thomas Laurent and Zhang, {Xiao Yi} and Paolo Arcaini and Fuyuki Ishikawa",

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Adaptive Search-based Repair of Deep Neural Networks

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this