Arnak DALALYAN


Arnak DALALYAN
CREST Permanent Member
Full Professor
Statistics
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High dimensional statistics
Compressed sensing
Nonparametric statistics
Machine learning
Learning theory

Arnak Dalalyan is a full professor of Statistics at ENSAE Paris and the director of CREST. He obtained his PhD (2001) from Le Mans University on Statistics for Random Processes. He was a postdoctoral fellow (2002–03) at the Humboldt University of Berlin, an assistant professor (2003–08) at Paris 6 University and a research professor at ENPC (2008–2011). Arnak’s research focuses on high dimensional statistics, statistics of diffusion processes and statistical learning theory. Presently, he is an associate editor of the Annals of Statistics, Bernoulli, Journal of Machine Learning Research, Electronic Journal of Statistics, Statistical Inference for Stochastic Processes and Journal of the Japan Statistical Society. Arnak is also regularly serving in the programme committees of machine learning conferences COLT, ALT and NeurIPS. He is a member of the Bernoulli Society council.