PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Tim Erven, van

Click here to see user's record.

Number of EPrints submitted by this user: 10

Switching between predictors with an application in density estimation
Tim Erven, van, Steven de Rooij and Peter Grünwald
In: Twenty-eighth Symposium on Information Theory in the Benelux, 24-25 May 2007, Enschede, the Netherlands.

Catching up faster in Bayesian model selection and model averaging
Tim Erven, van, Peter Grünwald and Steven de Rooij
In: Advances in Neural Information Processing Systems 20 (NIPS 2007), 3-8 Dec 2007, Vancouver, Canada.

Learning the Switching Rate by Discretising Bernoulli Sources Online
Steven de Rooij and Tim Erven, van
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS 2009) 2008.

Catching Up Faster by Switching Sooner: A Prequential Solution to the AIC-BIC Dilemma
Tim Erven, van, Peter Grünwald and Steven de Rooij
Preprint posted on the math arXiv 2008.

When Data Compression and Statistics Disagree: Two Frequentist Challenges for the Minimum Description Length Principle
Tim Erven, van
(2010) PhD thesis, Leiden University.

Rényi Divergence and Majorization
Tim Erven, van and Peter Harremoes
IEEE International Symposium on Information Theory (ISIT) pp. 1335-1339, 2010.

Freezing and Sleeping: Tracking Experts that Learn by Evolving Past Posteriors
Wouter Koolen and Tim Erven, van
(2010) Working Paper. arXiv.org.

Switching between Hidden Markov Models using Fixed Share
Wouter Koolen and Tim Erven, van
(2010) Technical Report. arXiv.org.

Mixability is Bayes Risk Curvature Relative to Log Loss
Tim Erven, van, Mark Reid and Bob Williamson
Proceedings of the 24th Annual Conference on Learning Theory (COLT) 2011.

Mixability is Bayes Risk Curvature Relative to Log Loss
Tim Erven, van, Mark Reid and Bob Williamson
Journal of Machine Learning Research 2011.