Explicative Deep Learning with Probabilistic Formal Concepts in a Natural Language Processing Task
Despite the high effectiveness of the Deep Learning methods, they remain a "thing in themselves", a "black box" decisions of which can not be trusted. This is critical for such areas as medicine, financial investments, military applications and others, where the price of the erro...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Irkutsk State University
2017-12-01
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| Series: | Известия Иркутского государственного университета: Серия "Математика" |
| Subjects: | |
| Online Access: | http://mathizv.isu.ru/journal/downloadArticle?article=_838a34f4ead04826a42ede1605b359b4&lang=rus |