Andreas Ziehe

According to our database1, Andreas Ziehe authored at least 28 papers between 1996 and 2014.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2014
Learning with Algebraic Invariances, and the Invariant Kernel Trick.
CoRR, 2014

2013
Approximate rank-detecting factorization of low-rank tensors.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Learning Invariant Representations of Molecules for Atomization Energy Prediction.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Biomedical Data Analysis -.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

An Algebraic Method for Approximate Rank One Factorization of Rank Deficient Matrices.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

The 2011 Signal Separation Evaluation Campaign (SiSEC2011): - Audio Source Separation -.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

2011
Music algorithm to localize sources with unknown directivity in acoustic imaging.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Comparison of Granger Causality and Phase Slope Index.
Proceedings of the Causality: Objectives and Assessment (NIPS 2008 Workshop), 2010

2008
Combining sparsity and rotational invariance in EEG/MEG source reconstruction.
NeuroImage, 2008

Estimating vector fields using sparse basis field expansions.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

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)
PhD thesis, 2005

Analyzing Coupled Brain Sources: Distinguishing True from Spurious Interaction.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2004
A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation.
J. Mach. Learn. Res., 2004

Blind Source Separation Techniques for Decomposing Event-Related Brain Signals.
Int. J. Bifurc. Chaos, 2004

Approximate Joint Diagonalization Using a Natural Gradient Approach.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003
Kernel-Based Nonlinear Blind Source Separation.
Neural Comput., 2003

Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation.
J. Mach. Learn. Res., 2003

Optimizing Property Codes in Protein Data Reveals Structural Characteristics.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002
A resampling approach to estimate the stability of one-dimensional or multidimensional independent components.
IEEE Trans. Biomed. Eng., 2002

On-line learning in changing environments with applications in supervised and unsupervised learning.
Neural Networks, 2002

2001
An approach to blind source separation based on temporal structure of speech signals.
Neurocomputing, 2001

Estimating the Reliability of ICA Projections.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Kernel Feature Spaces and Nonlinear Blind Souce Separation.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000
Artifact reduction in magnetoneurography based on time-delayed second-order correlations.
IEEE Trans. Biomed. Eng., 2000

Independent component analysis of noninvasively recorded cortical magnetic DC-fields in humans.
IEEE Trans. Biomed. Eng., 2000

1999
Unmixing Hyperspectral Data.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1998
Combining time-delayed decorrelation and ICA: towards solving the cocktail party problem.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1996
Adaptive On-line Learning in Changing Environments.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996


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