Content deleted Content added
m Bot: Removing category Category:Machine learning which is already in Category:Computational learning theory |
Citation bot (talk | contribs) Alter: pages. Add: s2cid, doi. Formatted dashes. | Use this bot. Report bugs. | Suggested by Abductive | #UCB_webform 762/3850 |
||
Line 23:
* Exact learning, proposed by [[Dana Angluin]]{{citation needed|date=October 2017}};
* [[Probably approximately correct learning]] (PAC learning), proposed by [[Leslie Valiant]];<ref>{{cite journal |last1=Valiant |first1=Leslie |title=A Theory of the Learnable |journal=Communications of the ACM |date=1984 |volume=27 |issue=11 |pages=
* [[VC theory]], proposed by [[Vladimir Vapnik]] and [[Alexey Chervonenkis]];<ref>{{cite journal |last1=Vapnik |first1=V. |last2=Chervonenkis |first2=A. |title=On the uniform convergence of relative frequencies of events to their probabilities |journal=Theory of Probability and Its Applications |date=1971 |volume=16 |issue=2 |pages=
* [[Bayesian inference]]{{citation needed|date=October 2017}};
* [[Algorithmic learning theory]], from the work of [[E. Mark Gold]];<ref>{{Cite journal | last1 = Gold | first1 = E. Mark | year = 1967 | title = Language identification in the limit | journal = Information and Control | volume = 10 | issue = 5 | pages = 447–474 | doi = 10.1016/S0019-9958(67)91165-5 | url=http://web.mit.edu/~6.863/www/spring2009/readings/gold67limit.pdf | doi-access = free }}</ref>
| |||