Morten Mørup

Post Doc. - Informatics and Mathematical Modeling,

Technical University of Denmark, Bld. 321/118, 2800 Kgs. Lyngby, phone +45 4525 3900

email: mm@imm.dtu.dk or morten.morup@gmail.com

Presentations

Below is a list of selected posters and oral talks.

Posters

»Shifted Independent Component Analysis - ICA 2007

»Extensions of Non-negative Matrix Factorization (NMF) to Higher Order Data, Workshop on Algorithms for Massive Modern Datasets (MMDS) - Stanford 2006

»Parallel Factor Analysis as an exploratory tool for wavelet transformed event related EEG, Human Brain Mapping 2005

Oral talks

» Tuning Pruning in Sparse Non-negative Matrix Factorization (EUSIPCO’09)

» Clustering on the simplex (EMMDS 2009)

» Sparse Coding and Automatic Relevance Determination for Multi-way models (Spars’09)

» Bayesian and Non-linear Multi-way modelling (TRICAP 2009)

»Modeling Trial Based Neuroimaging Data -NIPS workshop 2008 “"New Directions in Statistical Learning for Meaningful and Reproducible fMRI Analysis"

»PhD defense presentation 3rd September 2008

»Seminar on L1 constrained optimization, IMM 2008
»Approximate L0 constrained non-negative Matrix and Tensor Factorization - ISCAS 2008

»Shift Invariant Data Decomposition, Berkeley 2007 and IACGG07.

»Multiplicative updates for the LASSO, MLSP 2007 in Thessaloniki.

»Shifted Non-negative Matrix Factorization, MLSP 2007 in Thessaloniki.

»Sparseness constraints and non-negative tensor decomposition, ICIAM 2007 in Zürich.

»Non-negative Tensor Decompositions, Talk given at Sandia August 2^nd 2006, Berkeley August 25^th 2006 and Stanford October 4^th 2006.

»An introduction to ERPWAVELAB, 1st International Summer School in Biomedical Engineering, Erfurt 2006.

»Extensions of non-negative matrix factorization to higher order data, TRICAP 2006

»Decomposing the event related EEG using Parallel Factor (PARAFAC), Workshop on Tensor decompositions - CIRM 2005