Causal view of generalization
Causal reasoning, an essential cognitive ability in human intelligence, allows us to generalize past learning to solve present problems. Unfortunately, while machine learning prospers over the past decade by training powerful deep neural networks (DNN) on massive data, it still lacks the generalizat...
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| Format: | Thesis-Doctor of Philosophy |
| Language: | English |
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Nanyang Technological University
2023
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| Online Access: | https://hdl.handle.net/10356/172269 |