Technische Universität Berlin — Germany
Computer Science · Physical Sciences
15h-index1.3kcitations31works0.02yr avg
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Research Topics
Neural Networks and Applications(8), Machine Learning and Data Classification(5), Face and Expression Recognition(4), Blind Source Separation Techniques(4), Bayesian Methods and Mixture Models(4)
Publications31 total
2018· 8 cited
arXiv (Cornell University)·2016· 7 citedOpen Access
IEEE Transactions on Neural Networks and Learning Systems·2015· 9 cited
Hidden Markov Anomaly Detection
2015· 39 cited
NeuroImage·2015· 13 cited
2014· 8 citedOpen Access
Learning and Evaluation in Presence of Non-i.i.d. Label Noise
Journal of Machine Learning Research·2014· 1 cited
IEEE Signal Processing Magazine·2013· 43 cited
arXiv (Cornell University)·2012· 9 citedOpen Access
arXiv (Cornell University)·2012· 5 citedOpen Access
arXiv (Cornell University)·2012· 23 citedOpen Access
arXiv (Cornell University)·2012Open Access
Deep Boltzmann Machines as Feed-Forward Hierarchies
2012· 16 cited
Layer-wise analysis of deep networks with Gaussian kernels
Neural Information Processing Systems·2010· 15 cited
Neural Networks·2009· 26 cited
Lanczos Approximations for the Speedup of Kernel Partial Least Squares Regression
2009· 2 cited
arXiv (Cornell University)·2009· 3 citedOpen Access
Journal of Machine Learning Research·2008· 111 cited
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Frequent Co-authors
Klaus‐Robert Müller(9), Joachim M. Buhmann(8), Tilman Lange(5), Volker Röth(4), Marius Kloft(4), Claudia Sannelli(4), Grégoire Montavon(3), Tammo Krueger(3), Anne K. Porbadnigk(3), Nico Görnitz(3), Alexander Binder(3), Felix Bießmann(3), Andreas Harth(3), Nicole Krämer(2), Danny Panknin(2), K. Müller(2), Jens-Michalis Papaioannou(2), Joaquin Vanschoren(2), Masashi Sugiyama(2), Elisa Bertino(1)