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:
“Without our being especially conscious of the transition, the word “parent” has gradually come to be used as much as a verb as a noun. Whereas we formerly thought mainly about “being a parent,” we now find ourselves talking about learning how “to parent.” . . . It suggests that we may now be concentrating on action rather than status, on what we do rather than what or who we are.”
—Bettye M. Caldwell (20th century)
“The theory of truth is a series of truisms.”
—J.L. (John Langshaw)