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ORCIDAndreas Ziehe
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2010 – 2019
- 2014
[i2]Franz J. Király, Andreas Ziehe, Klaus-Robert Müller:
Learning with Algebraic Invariances, and the Invariant Kernel Trick. CoRR abs/1411.7817 (2014)- 2013
- [c16]Franz J. Király, Andreas Ziehe:
Approximate rank-detecting factorization of low-rank tensors. ICASSP 2013: 3938-3942 - 2012
- [c15]Franz J. Király, Andreas Ziehe, Klaus-Robert Müller
:
An Algebraic Method for Approximate Rank One Factorization of Rank Deficient Matrices. LVA/ICA 2012: 272-279 - [c14]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: 414-422 - [c13]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: 423-429 - [c12]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: 449-457 - [i1]Franz J. Király, Andreas Ziehe:
Approximate Rank-Detecting Factorization of Low-Rank Tensors. CoRR abs/1211.7369 (2012) - 2011
- [c11]Forooz Shahbazi Avarvand, Andreas Ziehe, Guido Nolte:
Music algorithm to localize sources with unknown directivity in acoustic imaging. ICASSP 2011: 2744-2747 - 2010
- [c10]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: 267-276
2000 – 2009
- 2008
- [j10]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): 726-738 (2008) - [c9]Stefan Haufe, Vadim V. Nikulin, Andreas Ziehe, Klaus-Robert Müller, Guido Nolte:
Estimating vector fields using sparse basis field expansions. NIPS 2008: 617-624 - 2005
- [b1]Andreas Ziehe:
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). University of Potsdam, Germany, 2005 - [c8]Guido Nolte, Andreas Ziehe, Frank C. Meinecke, Klaus-Robert Müller:
Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction. NIPS 2005: 1027-1034 - 2004
- [j9]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): 773-791 (2004) - [j8]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: 777-800 (2004) - [c7]Arie Yeredor, Andreas Ziehe, Klaus-Robert Müller:
Approximate Joint Diagonalization Using a Natural Gradient Approach. ICA 2004: 89-96 - 2003
- [j7]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: 1319-1338 (2003) - [j6]Stefan Harmeling, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller:
Kernel-Based Nonlinear Blind Source Separation. Neural Comput. 15(5): 1089-1124 (2003) - [c6]Olaf Weiss, Andreas Ziehe, Hanspeter Herzel:
Optimizing Property Codes in Protein Data Reveals Structural Characteristics. ICANN 2003: 245-252 - 2002
- [j5]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): 743-760 (2002) - [j4]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): 1514-1525 (2002) - 2001
- [j3]Noboru Murata, Shiro Ikeda, Andreas Ziehe:
An approach to blind source separation based on temporal structure of speech signals. Neurocomputing 41(1-4): 1-24 (2001) - [c5]Stefan Harmeling, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller:
Kernel Feature Spaces and Nonlinear Blind Souce Separation. NIPS 2001: 761-768 - [c4]Frank C. Meinecke, Andreas Ziehe, Motoaki Kawanabe, Klaus-Robert Müller:
Estimating the Reliability of ICA Projections. NIPS 2001: 1181-1188 - 2000
- [j2]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): 75-87 (2000) - [j1]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): 594-599 (2000)
1990 – 1999
- 1999
- [c3]Lucas C. Parra, Clay Spence, Paul Sajda, Andreas Ziehe, Klaus-Robert Müller:
Unmixing Hyperspectral Data. NIPS 1999: 942-948 - 1998
- [c2]Te-Won Lee, Andreas Ziehe, Reinhold Orglmeister, Terrence J. Sejnowski:
Combining time-delayed decorrelation and ICA: towards solving the cocktail party problem. ICASSP 1998: 1249-1252 - 1996
- [c1]Noboru Murata, Klaus-Robert Müller, Andreas Ziehe, Shun-ichi Amari:
Adaptive On-line Learning in Changing Environments. NIPS 1996: 599-605
Coauthor Index
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