Characterizing the learnability of Kolmogorov easy circuit expressions
We show that Kolmogorov easy circuit expressions can be learned with membership queries in polynomial time if and only if every NE-predicate is E-solvable. Moreover we show that the previously known algorithm, that uses an oracle in NP, is optimal in some relativized world.
| Authors: | , |
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| Format: | report |
| Publication Date: | 1996 |
| Country: | España |
| Institution: | Universitat Politècnica de Catalunya (UPC) |
| Repository: | UPCommons. Portal del coneixement obert de la UPC |
| Language: | English |
| OAI Identifier: | oai:upcommons.upc.edu:2117/82488 |
| Online Access: | https://hdl.handle.net/2117/82488 |
| Access Level: | Open access |
| Keyword: | Kolmogorov complexity Circuit expressions Àrees temàtiques de la UPC::Informàtica |
| Summary: | We show that Kolmogorov easy circuit expressions can be learned with membership queries in polynomial time if and only if every NE-predicate is E-solvable. Moreover we show that the previously known algorithm, that uses an oracle in NP, is optimal in some relativized world. |
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