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- Publications
- Influence
Ridge Regression Learning Algorithm in Dual Variables
- C. Saunders, A. Gammerman, V. Vovk
- Computer Science
- ICML
- 24 July 1998
TLDR
- 753
- 63
- PDF
Probability and Finance: It's Only a Game!
Preface. Probability and Finance as a Game. PROBABILITY WITHOUT MEASURE. The Historical Context. The Bounded Strong Law of Large Numbers. Kolmogorov's Strong Law of Large Numbers. The Law of the… Expand
- 349
- 51
- PDF
A tutorial on conformal prediction
TLDR
A game of prediction with expert advice
- V. Vovk
- Computer Science
- COLT '95
- 5 July 1995
We consider the following problem. At each point of discrete time the learner must make a prediction; he is given the predictions made by a pool of experts. Each prediction and the outcome, which is… Expand
Competitive On-line Statistics
- V. Vovk
- Mathematics
- 1 August 2001
Summary
A radically new approach to statistical modelling, which combines mathematical techniques of Bayesian statistics with the philosophy of the theory of competitive on-line algorithms, has… Expand
Inductive Confidence Machines for Regression
- H. Papadopoulos, Kostas Proedrou, V. Vovk, A. Gammerman
- Computer Science
- ECML
- 19 August 2002
TLDR
Algorithmic Learning in a Random World
- V. Vovk, A. Gammerman, G. Shafer
- Mathematics
- 22 March 2005
Algorithmic Learning in a Random World describes recent theoretical and experimental developments in building computable approximations to Kolmogorov's algorithmic notion of randomness. Based on… Expand
- 152
- 17
- PDF
Learning by Transduction
- A. Gammerman, V. Vovk, V. Vapnik
- Computer Science, Mathematics
- UAI
- 24 July 1998
TLDR
Conformal Prediction for Reliable Machine Learning: Theory, Adaptations and Applications
- V. Balasubramanian, S. Ho, V. Vovk
- Computer Science
- 13 May 2014
TLDR
- 96
- 16
- PDF
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