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By their nature, the composition of black box models is opaque. This makes the ability to generate explanations for the response to stimuli challenging. The importance of explaining black box models has become increasingly important given the prevale
Externí odkaz:
http://arxiv.org/abs/1904.09273
Autor:
Hamfelt, Peter
Background. Machine learning (ML) has rapidly grown in popularity, becoming a vital part of many industries. This swift expansion has brought about new challenges to technical debt, maintainability and the general software quality of ML systems. With
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:bth-25490
Autor:
Paçacı, Görkem, Hamfelt, Andreas
Combilog is a compositional relational programming language that allows writing relational logic programs by functionally composing relational predicates. Higraphs, a diagram formalism is consulted to simplify some of the textual complexity of compos
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-200304
Autor:
Hörnmark, David, Hamfelt, Peter
Whenever you’ve built something, before you can fully rely on your invention’s functionality, you have to be positive and sure that it actually works. Testing is something we all do for all of our creations and it is because it is necessary. The
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:bth-20399
Autor:
Gallina, Barbara, Paçacı, Görkem, Johnson, David, McKeever, Steve, Hamfelt, Andreas, Costantini, Stefania, Dell'Acqua, Pierangelo, Crisan, Gloria-Cerasela
AI-based systems use trained machine learning models to make important decisions in critical contexts. The EU guidelines for trustworthy AI emphasise the respect for human autonomy, prevention of harm, fairness, and explicability. Many successful mac
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::45a934c6ce8bf3b403987477568add14
http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-448367
http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-448367
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783030227494
By their nature, the composition of black box models is opaque. This makes the ability to generate explanations for the response to stimuli challenging. The importance of explaining black box models has become increasingly important given the prevale
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dfbdc1cb25d20207c1b369144effc9d0
https://doi.org/10.1007/978-3-030-22750-0_27
https://doi.org/10.1007/978-3-030-22750-0_27
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783319743127
Ershov Informatics Conference
Ershov Informatics Conference
CombInduce is a methodology for inductive synthesis of logic programs, which employs a reversible meta-interpreter for synthesis, and uses a compositional relational target language for efficient synthesis of recursive predicates. The target language
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::64c5c020fe980920f52d7b396e148845
http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-337285
http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-337285
Autor:
EDMAN, ANNELI, HAMFELT, ANDREAS
Publikováno v:
In International Journal of Human - Computer Studies November 1999 51(5):1007-1036
