Sample efficient active learning of causal trees
Neural information processing systems foundation. All rights reserved. We consider the problem of experimental design for learning causal graphs that have a tree structure. We propose an adaptive framework that determines the next intervention based on a Bayesian prior updated with the outcomes of p...
| Main Authors: | , , , , , , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
Morgan Kaufmann Publishers
2021
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| Online Access: | https://hdl.handle.net/1721.1/130081 |