{"id":51,"date":"2023-09-24T18:28:28","date_gmt":"2023-09-24T18:28:28","guid":{"rendered":"http:\/\/mortenmorup.dk\/?page_id=51"},"modified":"2026-01-22T15:15:41","modified_gmt":"2026-01-22T15:15:41","slug":"morten-moerup","status":"publish","type":"page","link":"https:\/\/mortenmorup.dk\/","title":{"rendered":"Morten M\u00f8rup"},"content":{"rendered":"\n
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Professor, DTU Compute,
Section for Cognitive Systems
Richard Petersens Plads building 321 r. 118
DTU Compute
Technical University of Denmark
e-mail: mmor@dtu.dk<\/p>\n\n\n\n

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About<\/strong><\/p>\n\n\n\n

I am professor of machine learning for the life sciences at the Section for Cognitive Systems, DTU Compute<\/a>. My field of research is machine learning and data science where I research methods for unsupervised learning and pattern recognition in particular with focus on multi-way\/tensor decomposition approaches, statistical complex network modeling approaches and Bayesian inference with applications to life-science data.<\/p>\n\n\n\n

Short CV<\/a>
Full CV<\/a><\/p>\n<\/div>\n\n\n\n

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Short Biography<\/strong><\/p>\n\n\n\n

Copenhagen University<\/strong>
Bio-physics and Mathematics: (Fall 1999 \u2013 Summer 2001)
Washington State University<\/strong>
Exchange student following courses within Computational Neuroscience (Spring 2004)
Technical University of Denmark<\/strong>
Cand. Polyt. Applied Mathematics (February 2005)
PhD Intelligent Signal Processing Group at DTU Informatics (29. September 2008)
PostDoc Intelligent Signal Processing Group at DTU Informatics (2008-2009)
Assistant Professor, Section for Cognitive Systems, DTU Informatics (2010-2012)
Associate Professor, Section for Cognitive Systems, DTU Compute (2012-2019)
Professor of Machine Learning for the Life-Sciences (current position), Section for Cognitive Systems, DTU Compute (2020-)
Stanford University<\/strong>
Visiting Ph.D. Student at Department for Scientific Computing (Summer 2006 \u2013 Fall 2006)
Host: Professor Gene H. Golub
UC Berkeley<\/strong>
Visiting Ph.D. Student at Department of Mathematics (Fall 2007)
Host: Morrey Assistant Professor Lek-Heng Lim<\/p>\n<\/div>\n\n\n\n

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Publications<\/strong><\/p>\n\n\n\n

Google Scholar<\/a>
Orcid<\/a>
DTU Orbit<\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n

Key Research Domains<\/strong><\/p>\n\n\n\n

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Tensor Decomposition<\/p>\n\n\n\n

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Statistical Modeling of (Dynamic) Complex Networks<\/p>\n\n\n\n

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(Non-)Parametric Bayesian Inference<\/p>\n\n\n\n

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Polytope Extraction and Archetypal Analysis<\/p>\n\n\n\n

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Functional Neuroimaging Data Modeling<\/p>\n\n\n\n

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Life-Science Data Analysis and Data Fusion<\/p>\n\n\n\n

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Recent popular communications<\/strong>
Kunstig intelligens og perspektiverne ved disse teknologier <\/a>(SNU)
Vi er ved at miste internettet til spam<\/a> (P3 Essensen)
Detecting AI-manipulated content is a challenging arms race<\/a> (DTU)
Kunstig intelligens har lavet et af disse billeder, men hvilket?<\/a> (Politiken)
Deep Fake Voice Conversion<\/a> (radio 24syv)
Hvad er Kunstig Intelligens<\/a>\u00a0(InterMat 2022)
Vigtigheden af at universiteterne udbyder data science uddannelser<\/a>\u2026 (ING\/DataTech 2022)
Machine Learning og Kunstig Intelligens\u00a0<\/a>(IDA Future Talks 2020)
Machine Learning<\/a>\u00a0(podcast ved\u00a0Kompetencer i Tech<\/a>)<\/p>\n\n\n\n

Current PhD students and PostDocs<\/strong>
Petr Taborsky<\/a> (PostDoc, Tensor Networks)
Kazu Ghalamkari<\/a> (PostDoc, Tensor Networks and Many-body Approximations)
Jesper L\u00f8ve Hinrich<\/a> (PostDoc, Probabilistic Tensor Decomposition)
Mads Emil Koefoed Rehof<\/a> (PhD – project description<\/a>)
Oscar Lauritz M\u00f8berg<\/a> (PhD – project description)
Anders Vestergaard N\u00f8rskov<\/a> (PhD – project description)
Niccol\u00f2 Ciolli (PhD – project description<\/a>)
Kenny Falk\u00e6r Olsen<\/a> (PhD)
Javier Garcia Ciudad<\/a> (PhD, co-supervisor)
Anna Emilie Jennow Wedenborg<\/a> (PhD \u2013 project description<\/a>)<\/p>\n\n\n\n

Former PhD students and PostDocs<\/strong>
Alexander Neergaard Zahid<\/a> (PostDoc, Deep Learning and EEG)
Abdulkadir \u00c7elikkanat\u202c<\/a> (PostDoc, Graph Representation Learning)
Nathan Churchill <\/a>(PostDoc, tensor and mixture modeling of fMRI)
Matthew Liptrot<\/a> (PostDoc, diffusion MRI processing and modeling)
Anders Stevnhoved Olsen<\/a> (PhD \u2013 project description<\/a>)
Laura Rose<\/a> (PhD, co-supervisor)
Louis Boucherie<\/a> (PhD \u2013project description<\/a>, co-supervisor)
Nikolaos Nakis<\/a> (PhD- project description<\/a>)
Rasmus Malik Thaarup H\u00f8egh Lindrup<\/a> (PhD \u2013 project description<\/a>)
Ali Mohebbi<\/a> (PhD \u2013 project description<\/a>)
Jesper L\u00f8ve Hinrich<\/a> (PhD \u2013 project description<\/a>)
Rasmus Bonnevie<\/a> (PhD \u2013 project description<\/a>, co-supervisor)
Maciej Jan Korzepa<\/a> (PhD \u2013 project description<\/a>, co-supervisor)
Laura Fr\u00f8lich<\/a> (PhD \u2013 project description<\/a>, co-supervisor)
S\u00f8ren F\u00f8ns Vind Nielsen<\/a> (PhD \u2013 project description<\/a>)
Kristoffer Jon Albers (PhD, PostDoc \u2013 project description<\/a>, co-supervisor)
Karen Marie Sand\u00f8 Ambrosen (PhD, PostDoc \u2013 project description<\/a>)
Rasmus R\u00f8ge<\/a> (PhD \u2013 project description<\/a>)
Kit Melissa Larsen<\/a> (PhD \u2013 project description<\/a>)
Tue Herlau<\/a> (PhD \u2013 project description<\/a>)<\/p>\n","protected":false},"excerpt":{"rendered":"

Professor, DTU Compute,Section for Cognitive SystemsRichard Petersens Plads building 321 r. 118DTU Compute Technical University of Denmarke-mail: mmor@dtu.dk About I am professor of machine learning for the life sciences at the Section for Cognitive Systems, DTU Compute. My field of research is machine learning and data science where I research methods for unsupervised learning and pattern […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/mortenmorup.dk\/index.php?rest_route=\/wp\/v2\/pages\/51"}],"collection":[{"href":"https:\/\/mortenmorup.dk\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mortenmorup.dk\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mortenmorup.dk\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mortenmorup.dk\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=51"}],"version-history":[{"count":20,"href":"https:\/\/mortenmorup.dk\/index.php?rest_route=\/wp\/v2\/pages\/51\/revisions"}],"predecessor-version":[{"id":140,"href":"https:\/\/mortenmorup.dk\/index.php?rest_route=\/wp\/v2\/pages\/51\/revisions\/140"}],"wp:attachment":[{"href":"https:\/\/mortenmorup.dk\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=51"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}