Hedging predictions in machine learning - The second Computer Journal Lecture

Alexander Gammerman; Vladimir Vovk

doi:10.1093/comjnl/bxl065

Hedging predictions in machine learning - The second Computer Journal Lecture

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	151-163
Number of pages	13
Journal	The Computer Journal
Volume	50
Issue number	2
DOIs	https://doi.org/10.1093/comjnl/bxl065
Publication status	Published - Mar 2007

Keywords

classification
confidence
induction
learning
prediction
randomness
regression
transduction
CONFIDENCE MACHINES
conformal prediction

Access to Document

10.1093/comjnl/bxl065

Cite this

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title = "Hedging predictions in machine learning - The second Computer Journal Lecture",

keywords = "classification, confidence, induction, learning, prediction, randomness, regression, transduction, CONFIDENCE MACHINES, conformal prediction",

author = "Alexander Gammerman and Vladimir Vovk",

year = "2007",

month = mar,

doi = "10.1093/comjnl/bxl065",

language = "English",

volume = "50",

pages = "151--163",

journal = "The Computer Journal",

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publisher = "Oxford University Press",

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AU - Vovk, Vladimir

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KW - classification

KW - confidence

KW - induction

KW - learning

KW - prediction

KW - randomness

KW - regression

KW - transduction

KW - CONFIDENCE MACHINES

KW - conformal prediction

U2 - 10.1093/comjnl/bxl065

DO - 10.1093/comjnl/bxl065

M3 - Article

SN - 0010-4620

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EP - 163

JO - The Computer Journal

JF - The Computer Journal

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