- APICe
- Publications
- Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search
Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search
Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
Explainable and Transparent AI and Multi-Agent Systems. Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3–7, 2021, Revised Selected Papers, pages 63-82
Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence) 12688, 2021
Springer Nature, Basel, Switzerland
Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling (eds.)
@incollection{shallow2deep-extraamas2021,
address = {Cham, Switzerland},
author = {Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea},
booktitle = {Explainable and Transparent AI and Multi-Agent Systems. Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3--7, 2021, Revised Selected Papers},
doi = {10.1007/978-3-030-82017-6_5},
editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Fr{\"a}mling, Kary},
iris = {11585/838540},
isbn = {978-3-030-82016-9},
isbn-online = {978-3-030-82017-6},
issn = {0302-9743},
keywords = {Neural Architecture Search; Evolutionary Algorithm; Opacity; Interpretability},
pages = {63--82},
publisher = {Springer},
scopus = {2-s2.0-85113325735},
series = {Lecture Notes in Computer Science},
subseries = {Lecture Notes in Artificial Intelligence},
title = {{\it Shallow2Deep}: Restraining Neural Networks Opacity through Neural Architecture Search},
url = {http://link.springer.com/10.1007/978-3-030-82017-6_5},
volume = 12688,
year = 2021}
address = {Cham, Switzerland},
author = {Agiollo, Andrea and Ciatto, Giovanni and Omicini, Andrea},
booktitle = {Explainable and Transparent AI and Multi-Agent Systems. Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3--7, 2021, Revised Selected Papers},
doi = {10.1007/978-3-030-82017-6_5},
editor = {Calvaresi, Davide and Najjar, Amro and Winikoff, Michael and Fr{\"a}mling, Kary},
iris = {11585/838540},
isbn = {978-3-030-82016-9},
isbn-online = {978-3-030-82017-6},
issn = {0302-9743},
keywords = {Neural Architecture Search; Evolutionary Algorithm; Opacity; Interpretability},
pages = {63--82},
publisher = {Springer},
scopus = {2-s2.0-85113325735},
series = {Lecture Notes in Computer Science},
subseries = {Lecture Notes in Artificial Intelligence},
title = {{\it Shallow2Deep}: Restraining Neural Networks Opacity through Neural Architecture Search},
url = {http://link.springer.com/10.1007/978-3-030-82017-6_5},
volume = 12688,
year = 2021}
Talks
- Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search (talk, 03/05/2021) — Andrea Agiollo (Andrea Agiollo, Giovanni Ciatto, Andrea Omicini)
Journals & Series
Events
- EXplainable and TRAnsparent AI and Multi-Agent Systems: Third International Workshop (EXTRAAMAS 2021) — 03/05/2021–04/05/2021