Andreas Ziehe

Publication Activity (10 Years)

Years Active: 1996-2014
Publications (10 Years): 0

Top Topics

Low Rank Matrices

Invariant Representations

Rank Constraint

Top Venues

Publications

Franz J. Király, Andreas Ziehe, Klaus-Robert Müller
Learning with Algebraic Invariances, and the Invariant Kernel Trick. CoRR (2014)
Franz J. Király, Andreas Ziehe
Approximate rank-detecting factorization of low-rank tensors. ICASSP (2013)
Franz J. Király, Andreas Ziehe, Klaus-Robert Müller
An Algebraic Method for Approximate Rank One Factorization of Rank Deficient Matrices. LVA/ICA (2012)
Franz J. Király, Andreas Ziehe
Approximate Rank-Detecting Factorization of Low-Rank Tensors. CoRR (2012)
Shoko Araki, Francesco Nesta, Emmanuel Vincent, Zbynek Koldovský, Guido Nolte, Andreas Ziehe, Alexis Benichoux
The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Audio Source Separation -. LVA/ICA (2012)
Guido Nolte, Dominik Lutter, Andreas Ziehe, Francesco Nesta, Emmanuel Vincent, Zbynek Koldovský, Alexis Benichoux, Shoko Araki
The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Biomedical Data Analysis -. LVA/ICA (2012)
Grégoire Montavon, Katja Hansen, Siamac Fazli, Matthias Rupp, Franziska Biegler, Andreas Ziehe, Alexandre Tkatchenko, O. Anatole von Lilienfeld, Klaus-Robert Müller
Learning Invariant Representations of Molecules for Atomization Energy Prediction. NIPS (2012)
Forooz Shahbazi Avarvand, Andreas Ziehe, Guido Nolte
Music algorithm to localize sources with unknown directivity in acoustic imaging. ICASSP (2011)
Guido Nolte, Andreas Ziehe, Nicole Krämer, Florin Popescu, Klaus-Robert Müller
Comparison of Granger Causality and Phase Slope Index. NIPS Causality: Objectives and Assessment (2010)
Stefan Haufe, Vadim V. Nikulin, Andreas Ziehe, Klaus-Robert Müller, Guido Nolte
Estimating vector fields using sparse basis field expansions. NIPS (2008)
Stefan Haufe, Vadim V. Nikulin, Andreas Ziehe, Klaus-Robert Müller, Guido Nolte
Combining sparsity and rotational invariance in EEG/MEG source reconstruction. NeuroImage 42 (2) (2008)
Guido Nolte, Andreas Ziehe, Frank C. Meinecke, Klaus-Robert Müller
Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction. NIPS (2005)
Andreas Ziehe, Pavel Laskov, Guido Nolte, Klaus-Robert Müller
A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation. J. Mach. Learn. Res. 5 (2004)
Klaus-Robert Müller, Ricardo Vigário, Frank C. Meinecke, Andreas Ziehe
Blind Source Separation Techniques for Decomposing Event-Related Brain Signals. Int. J. Bifurc. Chaos 14 (2) (2004)
Arie Yeredor, Andreas Ziehe, Klaus-Robert Müller
Approximate Joint Diagonalization Using a Natural Gradient Approach. ICA (2004)
Olaf Weiss, Andreas Ziehe, Hanspeter Herzel
Optimizing Property Codes in Protein Data Reveals Structural Characteristics. ICANN (2003)
Andreas Ziehe, Motoaki Kawanabe, Stefan Harmeling, Klaus-Robert Müller
Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation. J. Mach. Learn. Res. 4 (2003)
Stefan Harmeling, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller
Kernel-Based Nonlinear Blind Source Separation. Neural Comput. 15 (5) (2003)
Noboru Murata, Motoaki Kawanabe, Andreas Ziehe, Klaus-Robert Müller, Shun-ichi Amari
On-line learning in changing environments with applications in supervised and unsupervised learning. Neural Networks 15 (4-6) (2002)
Frank C. Meinecke, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller
A resampling approach to estimate the stability of one-dimensional or multidimensional independent components. IEEE Trans. Biomed. Eng. 49 (12) (2002)
Noboru Murata, Shiro Ikeda, Andreas Ziehe
An approach to blind source separation based on temporal structure of speech signals. Neurocomputing 41 (1-4) (2001)
Stefan Harmeling, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller
Kernel Feature Spaces and Nonlinear Blind Souce Separation. NIPS (2001)
Frank C. Meinecke, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller
Estimating the Reliability of ICA Projections. NIPS (2001)
Gerd Wübbeler, Andreas Ziehe, Bruno-Marcel Mackert, Klaus-Robert Müller, Lutz Trahms, Gabriel Curio
Independent component analysis of noninvasively recorded cortical magnetic DC-fields in humans. IEEE Trans. Biomed. Eng. 47 (5) (2000)
Andreas Ziehe, Klaus-Robert Müller, Guido Nolte, Bruno-Marcel Mackert, Gabriel Curio
Artifact reduction in magnetoneurography based on time-delayed second-order correlations. IEEE Trans. Biomed. Eng. 47 (1) (2000)
Lucas C. Parra, Clay Spence, Paul Sajda, Andreas Ziehe, Klaus-Robert Müller
Unmixing Hyperspectral Data. NIPS (1999)
Te-Won Lee, Andreas Ziehe, Reinhold Orglmeister, Terrence J. Sejnowski
Combining time-delayed decorrelation and ICA: towards solving the cocktail party problem. ICASSP (1998)
Noboru Murata, Klaus-Robert Müller, Andreas Ziehe, Shun-ichi Amari
Adaptive On-line Learning in Changing Environments. NIPS (1996)