Deepcause: Verifying neural networks with abstraction refinement
Neural networks have been becoming essential parts in many safety-critical systems (suchas self-driving cars and medical diagnosis). Due to that, it is desirable that neural networksnot only have high accuracy (which traditionally can be validated using a test set) but alsosatisfy some safety proper...
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2022
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| Online Access: | https://ink.library.smu.edu.sg/etd_coll/447 https://ink.library.smu.edu.sg/context/etd_coll/article/1445/viewcontent/GPIS_AY2019_MbR_Nguyen_Hua_Gia_Phuc.pdf |
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| Institution: | Singapore Management University |
| Language: | English |