18 citations · 18 across the 2 of their papers we have counts for
4 papers
Large-scale network motif analysis using compression
Peter Bloem, Steven de Rooij
We introduce a new method for finding network motifs: interesting or informative subgraph patterns in a network. Subgraphs are motifs when their frequency in the data is high compa…
Universal Codes from Switching Strategies
Wouter M. Koolen, Steven de Rooij
We discuss algorithms for combining sequential prediction strategies, a task which can be viewed as a natural generalisation of the concept of universal coding. We describe a graph…
Follow the Leader If You Can, Hedge If You Must
Steven de Rooij, Tim van Erven, Peter D. Grünwald +1
Follow-the-Leader (FTL) is an intuitive sequential prediction strategy that guarantees constant regret in the stochastic setting, but has terrible performance for worst-case data.…
Adaptive Hedge
Tim van Erven, Peter Grünwald, Wouter M. Koolen +1
Most methods for decision-theoretic online learning are based on the Hedge algorithm, which takes a parameter called the learning rate. In most previous analyses the learning rate…