Towards interpreting recurrent neural networks through probabilistic abstraction
Neural networks are becoming a popular tool for solving many realworld problems such as object recognition and machine translation, thanks to its exceptional performance as an end-to-end solution. However, neural networks are complex black-box models, which hinders humans from interpreting and conse...
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| Main Authors: | , , , , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2020
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/5947 https://ink.library.smu.edu.sg/context/sis_research/article/6950/viewcontent/1909.10023.pdf |
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| Institution: | Singapore Management University |
| Language: | English |