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Person

Prof.dr. P.D. Grünwald

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Expertise	Theoretical statistics, information-theoretic learning, machine learning, statistical learning, foundations of probability theory and statistics
Expertise (NL)	Theoretische statistiek, informatie-theoretisch leren, machinaal leren, statistisch leren, grondslagen kansrekening en statistiek
Digital Author ID	info:eu-repo/dai/nl/298063948
Grants/prizes	NWO-Vici 2010; NWO-Vidi 2004

Active as

Programm leader / Group leader
Organisation	Information Systems - INS (NWO)
Phone	+31-20-5924115
Email	pdg -at- cwi. nl
URL	http://www.grunwald.nl

Professor
Organisation	Leiden Institute of Advanced Computer Science (UL)
Chair (EN)	Statistical learning
Chair (NL)	Statistisch leren
Phone	+31-20-5924115
Email	pdg -at- cwi. nl
URL	http://www.math.leidenuniv.nl/nl/staff/192/

Publications

Safe Learning: bridging the gap between Bayes, MDL and statistical learning theory via empirical convexity
Catching up Faster by Switching Sooner
Adaptive Hedge
Luckiness and Regret in Minimum Description Length Inference
Combining Strategies Efficiently: High-Quality Decisions from Conflicting Advice

All publications..

Current research

(the most recent research is at the top)
Project leader	Safe Statistics

Completed research projects

(the most recent research is at the top)
Researcher	Algorithmic statistics in bio-informatics
Researcher	Combinatorial algorithms in bioinformatics
Researcher	Minimum Description Length Model Selection. Problems and Extensions
Project leader	Information-Theoretic Learning (INS4.2)

Classification

D16200	Software, algorithms, control systems

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