Tim van Erven

Rényi Divergence and Kullback-Leibler Divergence

Tim van Erven, Peter Harremoës · IEEE Transactions on Information Theory · 2014 · 1.5K citations · Full text

Rényi Divergence, Large Deviations, Dirichlet Form +9

Follow the Leader If You Can, Hedge If You Must

Steven de Rooij, Tim van Erven, Peter Grünwald et al. · arXiv (Cornell University) · 2013 · 98 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Catching up Faster by Switching Sooner: A Predictive Approach to Adaptive Estimation with an Application to the AIC–BIC Dilemma

Tim van Erven, Peter Grünwald, Steven de Rooij · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2012 · 72 citations

Bayesian Statistic, Bayesian Decision Theory, Engineering +26

Fast rates in statistical and online learning

Tim van Erven, Peter Grünwald, Nishant A. Mehta et al. · Journal of Machine Learning Research · 2015 · 62 citations

Mathematical Programming, Engineering, Machine Learning +15

The Many Faces of Exponential Weights in Online Learning

Dirk van der Hoeven, Tim van Erven, Wojciech Kotłowski · arXiv (Cornell University) · 2018 · 53 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14