Andreas Ziehe

29 papers C 1Misc 3Journal 12Unranked 12
YearRankTypeTitle / Venue / Authors
2014 J jnl
Learning with Algebraic Invariances, and the Invariant Kernel Trick.
CoRR
Franz J. Király, Andreas Ziehe, Klaus-Robert Müller
2013 Misc conf
Approximate rank-detecting factorization of low-rank tensors.
ICASSP
Franz J. Király, Andreas Ziehe
2012 — conf
An Algebraic Method for Approximate Rank One Factorization of Rank Deficient Matrices.
LVA/ICA
Franz J. Király, Andreas Ziehe, Klaus-Robert Müller
2012 J jnl
Approximate Rank-Detecting Factorization of Low-Rank Tensors.
CoRR
Franz J. Király, Andreas Ziehe
2012 — conf
Learning Invariant Representations of Molecules for Atomization Energy Prediction.
NIPS
Grégoire Montavon, Katja Hansen, Siamac Fazli, Matthias Rupp, Franziska Biegler, Andreas Ziehe, Alexandre Tkatchenko, O. Anatole von Lilienfeld, Klaus-Robert Müller
2012 — conf
The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Audio Source Separation -.
LVA/ICA
Shoko Araki, Francesco Nesta, Emmanuel Vincent, Zbynek Koldovský, Guido Nolte, Andreas Ziehe, Alexis Benichoux
2012 — conf
The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Biomedical Data Analysis -.
LVA/ICA
Guido Nolte, Dominik Lutter, Andreas Ziehe, Francesco Nesta, Emmanuel Vincent, Zbynek Koldovský, Alexis Benichoux, Shoko Araki
2011 Misc conf
Music algorithm to localize sources with unknown directivity in acoustic imaging.
ICASSP
Forooz Shahbazi Avarvand, Andreas Ziehe, Guido Nolte
2010 — conf
Comparison of Granger Causality and Phase Slope Index.
NIPS Causality: Objectives and Assessment
Guido Nolte, Andreas Ziehe, Nicole Krämer, Florin Popescu, Klaus-Robert Müller
2008 J jnl
Combining sparsity and rotational invariance in EEG/MEG source reconstruction.
NeuroImage
Stefan Haufe, Vadim V. Nikulin, Andreas Ziehe, Klaus-Robert Müller, Guido Nolte
2008 — conf
Estimating vector fields using sparse basis field expansions.
NIPS
Stefan Haufe, Vadim V. Nikulin, Andreas Ziehe, Klaus-Robert Müller, Guido Nolte
2005 — conf
Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction.
NIPS
Guido Nolte, Andreas Ziehe, Frank C. Meinecke, Klaus-Robert Müller
2005 — —
Blind source separation based on joint diagonalization of matrices with applications in biomedical signal processing (Blinde Signalquellentrennung beruhend auf simultaner Diagonalisierung von Matrizen mit Anwendungen in der biomedizinischen Signalverarbeitung)
Andreas Ziehe
2004 J jnl
A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation.
J. Mach. Learn. Res.
Andreas Ziehe, Pavel Laskov, Guido Nolte, Klaus-Robert Müller
2004 — conf
Approximate Joint Diagonalization Using a Natural Gradient Approach.
ICA
Arie Yeredor, Andreas Ziehe, Klaus-Robert Müller
2004 J jnl
Blind Source Separation Techniques for Decomposing Event-Related Brain Signals.
Int. J. Bifurc. Chaos
Klaus-Robert Müller, Ricardo Vigário, Frank C. Meinecke, Andreas Ziehe
2003 J jnl
Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation.
J. Mach. Learn. Res.
Andreas Ziehe, Motoaki Kawanabe, Stefan Harmeling, Klaus-Robert Müller
2003 J jnl
Kernel-Based Nonlinear Blind Source Separation.
Neural Comput.
Stefan Harmeling, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller
2003 C conf
Optimizing Property Codes in Protein Data Reveals Structural Characteristics.
ICANN
Olaf Weiss, Andreas Ziehe, Hanspeter Herzel
2002 J jnl
A resampling approach to estimate the stability of one-dimensional or multidimensional independent components.
IEEE Trans. Biomed. Eng.
Frank C. Meinecke, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller
2002 J jnl
On-line learning in changing environments with applications in supervised and unsupervised learning.
Neural Networks
Noboru Murata, Motoaki Kawanabe, Andreas Ziehe, Klaus-Robert Müller, Shun-ichi Amari
2001 J jnl
An approach to blind source separation based on temporal structure of speech signals.
Neurocomputing
Noboru Murata, Shiro Ikeda, Andreas Ziehe
2001 — conf
Estimating the Reliability of ICA Projections.
NIPS
Frank C. Meinecke, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller
2001 — conf
Kernel Feature Spaces and Nonlinear Blind Souce Separation.
NIPS
Stefan Harmeling, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller
2000 J jnl
Artifact reduction in magnetoneurography based on time-delayed second-order correlations.
IEEE Trans. Biomed. Eng.
Andreas Ziehe, Klaus-Robert Müller, Guido Nolte, Bruno-Marcel Mackert, Gabriel Curio
2000 J jnl
Independent component analysis of noninvasively recorded cortical magnetic DC-fields in humans.
IEEE Trans. Biomed. Eng.
Gerd Wübbeler, Andreas Ziehe, Bruno-Marcel Mackert, Klaus-Robert Müller, Lutz Trahms, Gabriel Curio
1999 — conf
Unmixing Hyperspectral Data.
NIPS
Lucas C. Parra, Clay Spence, Paul Sajda, Andreas Ziehe, Klaus-Robert Müller
1998 Misc conf
Combining time-delayed decorrelation and ICA: towards solving the cocktail party problem.
ICASSP
Te-Won Lee, Andreas Ziehe, Reinhold Orglmeister, Terrence J. Sejnowski
1996 — conf
Adaptive On-line Learning in Changing Environments.
NIPS
Noboru Murata, Klaus-Robert Müller, Andreas Ziehe, Shun-ichi Amari