Statistical Learning Theory
On the uniform convergence of relative frequencies of events to their probabilities
- Authors: V. Vapnik, A. Chervonenkis
- Publication data: Theory of Probability and its Applications, 16(2):264–280, 1971 doi:10.1137/1116025
- Description: Computational learning theory, VC theory, statistical uniform convergence and the VC dimension.
- Importance: Breakthrough, Influence
Read more about this topic: List Of Important Publications In Statistics
Famous quotes containing the words learning and/or theory:
“Their holders have always seemed to me like a woman who should undertake at a state fair to run a sewing machine, under pretense of advertising it, while she had never spent an hour in learning its use.”
—Jane Grey Swisshelm (18151884)
“The human species, according to the best theory I can form of it, is composed of two distinct races, the men who borrow and the men who lend.”
—Charles Lamb (17751834)