Centre for Machine Learning

Research output

Research output per year 1985 1999 2003 2005 2006 2007 2008 2009 2010 2011 2012 2022 2024

• 196 Article
• 194 Conference contribution
• 82 Working paper
• 37 Chapter
• 94 More
  • 26 Paper
  • 13 Doctoral Thesis
  • 12 Book
  • 7 Abstract
  • 7 Editorial
  • 6 Other contribution
  • 5 Chapter (peer-reviewed)
  • 5 Other
  • 3 Comment/debate
  • 3 Patent
  • 2 Entry for encyclopedia/dictionary
  • 1 Anthology
  • 1 Foreword/postscript
  • 1 Book/Film/Article review
  • 1 Software
  • 1 Discussion paper

Research output per year

Research output per year

Search results

• 2005

  Non-asymptotic calibration and resolution

  Vovk, V., 1 Jun 2005.

  Research output: Working paper

  File
  130 Downloads (Pure)

• On-line predictive linear regression

  Vovk, V., Nouretdinov, I. & Gammerman, A., 21 Nov 2005.

  Research output: Working paper

  File
  119 Downloads (Pure)

• On-line regression competitive with reproducing kernel Hilbert spaces

  Vovk, V., 15 Nov 2005.

  Research output: Working paper

  File
  109 Downloads (Pure)

• The origins and legacy of Kolmogorov's Grundbegriffe

  Vovk, V. & Shafer, G., Oct 2005, 109 p. (Game-Theoretic Probability and Finance project).

  Research output: Working paper
• 2004

  Defensive forecasting

  Vovk, V., Takemura, A. & Shafer, G., Sept 2004.

  Research output: Working paper

• Experiments with the K29 algorithm

  Vovk, V., 1 Sept 2004.

  Research output: Working paper
• 2003

  A game-theoretic explanation of the $dt$ effect

  Vovk, V. & Shafer, G., Jan 2003, (The Game-Theoretic Probability and Finance project, http://probabilityandfinance.com).

  Research output: Working paper

• Criterion of calibration for Transductive Confidence Machine with limited feedback

  Nouretdinov, I. & Vovk, V., Apr 2003, (On-line Compression Modelling project, http://vovk.net/kp).

  Research output: Working paper

• Good randomized sequential probability forecasting is always possible

  Vovk, V. & Shafer, G., Jun 2003, (The Game-Theoretic Probability and Finance project).

  Research output: Working paper

• Hypergraphical on-line compression models

  Vovk, V., 2003.

  Research output: Working paper

• Mondrian Condence Machine

  Vovk, V., Lindsay, D., Nouretdinov, I. & Gammerman, A., Mar 2003, (On-line Compression Modelling project).

  Research output: Working paper

• Mondrian Confidence Machine

  Vovk, V., Lindsay, D., Nouretdinov, I. & Gammerman, A., Mar 2003, (On-line Compression Modelling project).

  Research output: Working paper

• Online region prediction with real teachers

  Ryabko, D., Vovk, V. & Gammerman, A., Mar 2003, (On-line Compression Modelling project).

  Research output: Working paper

• Probability forecasting in on-line compression models

  Vovk, V., Jun 2003.

  Research output: Working paper

• Testing Exchangeability On-line

  Vovk, V., Nouretdinov, I. & Gammerman, A., Feb 2003, (On-line Compression Modelling project).

  Research output: Working paper

• The Generalized Riemann or Henstock Integral Underpinning Multivariate Data Analysis: Application to Faint Structure Finding in Price Processes

  Muldowney, P. & Murtagh, F., 5 Aug 2003.

  Research output: Working paper

  File
  109 Downloads (Pure)

• Well-calibrated predictions from on-line compression models

  Vovk, V., 1 Apr 2003, (On-line Compression Modelling project, http://vovk.net/kp).

  Research output: Working paper
• 2002

  Asymptotic optimality of Transductive Confidence Machine

  Vovk, V., May 2002, (On-line Compression Modelling project).

  Research output: Working paper

• On-line Confidence Machines are well-calibrated

  Vovk, V., Apr 2002.

  Research output: Working paper

• Universal Well-Calibrated Algorithm for On-line Classification

  Vovk, V., Nov 2002.

  Research output: Working paper
• 2001

  Game-theoretic capital asset pricing in continuous time

  Vovk, V. & Shafer, G., 1 Dec 2001.

  Research output: Working paper

• The Game-Theoretic Capital Asset Pricing Model

  Vovk, V. & Shafer, G., 1 Nov 2001.

  Research output: Working paper
• 2000

  Black-Scholes formula without stochastic assumptions

  Vovk, V., Mar 2000.

  Research output: Working paper

• The existence of predictive complexity and the Legendre transformation

  Kalnichkan, Y. & Vovk, V., Mar 2000.

  Research output: Working paper
• 1999

  A purely martingale version of Lindeberg's central limit theorem

  Vovk, V., 1999.

  Research output: Working paper

• Central limit theorem without probability

  Vovk, V., 1999.

  Research output: Working paper

• Game-theoretic versions of Kolmogorov's strong law of large numbers

  Vovk, V., 1999.

  Research output: Working paper

• Kernels from matching operations

  Watkins, C., 1999.

  Research output: Working paper

• Pricing European options without probability

  Vovk, V., 1999.

  Research output: Working paper
• 1997

  On-line competitive linear regression

  Vovk, V., 1997.

  Research output: Working paper
• 1993

  On-line learning in a nite-state environment: decision theoretic approach

  Vovk, V., Dec 1993.

  Research output: Working paper
• 1991

  Finitary prequential probability: Asymptotic results

  Vovk, V., 1991.

  Research output: Working paper