Institute of Mathematical Statistics Lecture Notes - Monograph Series

High Dimensional Probability : Proceedings of the Fourth International Conference

Select/deselect all
  • Export citations
Abstract PDF
Abstract PDF
Abstract PDF
Abstract PDF

Dependence, Martingales

Abstract PDF
Abstract PDF
Abstract PDF
Abstract PDF

Stochastic Processes

Abstract PDF
Abstract PDF
Abstract PDF
Abstract PDF
Abstract PDF

Operators in Hilbert Space

Abstract PDF

Empirical Processes

Abstract PDF
Abstract PDF
Abstract PDF
Abstract PDF

Applications of Empirical Processes

Abstract PDF
Abstract PDF
Abstract PDF
Abstract PDF
Select/deselect all
  • Export citations

Abstract

The volume includes papers presented at the IVth International Conference on High Dimensional Probability. This area of probability deals with a variety of techniques (randomization, decoupling, generic chaining, measure concentration, exponential inequalities and series representations) that originated in Probability in Banach Spaces and are now expanding in several areas of Mathematics, Statistics and Machine Learning.