PAC-Learning and Occam’s Razor

作者: Uwe Schöning , Randall Pruim

DOI: 10.1007/978-3-642-60322-8_11

关键词: Principal (computer security)Connection (mathematics)CalculusComputer scienceoccamLearning theoryOccam's razor

摘要: Many (algorithmic) learning theories have been developed. The one which is now most often considered originated with L. Valiant (1984) and called PAC-learning. In this chapter we show an interesting connection between PAC-learning the principal known as “Occam’s Razor.”

参考文章(1)
L. G. Valiant, A theory of the learnable symposium on the theory of computing. ,vol. 27, pp. 1134- 1142 ,(1984) , 10.1145/800057.808710