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:
“Laughing at someone else is an excellent way of learning how to laugh at oneself; and questioning what seem to be the absurd beliefs of another group is a good way of recognizing the potential absurdity of many of ones own cherished beliefs.”
—Gore Vidal (b. 1925)
“... the first reason for psychologys failure to understand what people are and how they act, is that clinicians and psychiatrists, who are generally the theoreticians on these matters, have essentially made up myths without any evidence to support them; the second reason for psychologys failure is that personality theory has looked for inner traits when it should have been looking for social context.”
—Naomi Weisstein (b. 1939)