Jonas Peters
Member since 2016
born 1984
subject: Mathematics, Statistics
Contact
University of Copenhagen (Dänemark)
Department of Mathematical Sciences
Universitetspark 5
2100 Copenhagen
Research Areas
Causality
Statistics
Machine Learning
Curriculum Vitae
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since August 2016
Associate Professor of Statistics at University of Copenhagen
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2015
Group Leader at Max Planck Institute for Intelligent Systems, Tübingen
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2013-2015
PostDoc (Marie Curie Intra-European-Fellowship) at ETH Zurich
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2014
Visiting resarcher at CMU, Pittsburgh, USA
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2013
Visiting resarcher at UC Berkeley, USA
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2012
ETH Medal for an outstanding PhD thesis
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2009-2012
PhD at MPI for Biological Cybernetics, Tübingen and ETH Zürich (supervisors: D. Janzing, B. Schölkopf and P. Bühlmann)
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2011
Internship at Microsoft Research, Redmond, USA
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2009
Diploma in Mathematics (minor: physics), University of Heidelberg
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2007
Master of Advanced Study in Mathematics (Part III), University of Cambridge
Activities
Publications
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Causal inference using invariant prediction: identification and confidence intervals
J. Peters, P. Bühlmann, N. Meinshausen, in: Journal of the Royal Statistical Society, Series B (with discussion), 2016.
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Causal Discovery with Continuous Additive Noise Models
J. Peters, J.M. Mooij, D. Janzing, B. Schölkopf, in: Journal of Machine Learning Research 15:2009-2053, 2014.
