$
85.75

By Vladimir Vovk,Alex Gammerman,Glenn Shafer

Algorithmic studying in a Random World describes contemporary theoretical and experimental advancements in construction computable approximations to Kolmogorov's algorithmic thought of randomness. in keeping with those approximations, a brand new set of desktop studying algorithms were constructed that may be used to make predictions and to estimate their self assurance and credibility in high-dimensional areas lower than the standard assumption that the knowledge are self sustaining and identically disbursed (assumption of randomness). one other objective of this particular monograph is to stipulate a few limits of predictions: The technique in line with algorithmic thought of randomness enables the evidence of impossibility of prediction in convinced events. The publication describes how numerous very important desktop studying difficulties, resembling density estimation in high-dimensional areas, can't be solved if the single assumption is randomness.

Show description

Read or Download Algorithmic Learning in a Random World PDF

Best computer information theory books

Information und Kommunikation: Grundlagen und Verfahren der Informationsübertragung (German Edition)

Modulationsverfahren, Codierungstechniken und Kryptologie sind eng verwandte Gebiete. Das vorliegende Lehrbuch stellt sie mit ihren Verzahnungen thematisch umfassend, methodisch genau und mathematisch verständlich dar. Ausgehend von einer Einführung in die Informationstheorie werden Themen behandelt, deren Kenntnis für die systematische examine von Systemen zur Informationsübertragung notwendig ist.

Open Source Approaches in Spatial Data Handling (Advances in Geographic Information Science)

The position open-source geospatial software program performs in info dealing with in the spatial details expertise is the overarching subject of the ebook. It additionally examines new instruments and purposes for these already utilizing OS techniques to software program development.

The Economics of Information Security and Privacy

Within the overdue Nineteen Nineties, researchers started to grab that the roots of many details safeguard mess ups will be larger defined with the language of economics than via pointing to circumstances of technical flaws. This resulted in a thriving new interdisciplinary study box combining monetary and engineering insights, dimension methods and methodologies to invite primary questions in regards to the viability of a loose and open info society.

Einführung in die Informations- und Codierungstheorie (eXamen.press) (German Edition)

Gegenstand dieses Buches sind die Grundlagen der Informations- und Codierungstheorie, wie sie in den Fächern Informatik, Nachrichtentechnik, Elektrotechnik und Informationstechnik an vielen Hochschulen und Universitäten unterrichtet werden. Im Mittelpunkt stehen die unterschiedlichen Facetten der digitale Datenübertragung.

Extra resources for Algorithmic Learning in a Random World

Example text

Download PDF sample

Algorithmic Learning in a Random World by Vladimir Vovk,Alex Gammerman,Glenn Shafer


by James
4.0

Rated 4.65 of 5 – based on 17 votes