Beyond the low-degree algorithm: mixtures of subcubes and their applications
© 2019 Association for Computing Machinery. We introduce the problem of learning mixtures of k subcubes over (0,1)n, which contains many classic learning theory problems as a special case (and is itself a special case of others). We give a surprising nO(log k)-time learning algorithm based on higher...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
ACM
2021
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| Online Access: | https://hdl.handle.net/1721.1/138050 |