Klaus Obermayer
50 publications
7 venues
H Index 15
Affiliation
Technical University of Berlin, Department of Mathematics, GermanyLinks
DBLPGoogle Scholar
ORCID- http://ni.cs.tu-berlin.de/
- https://dl.acm.org/profile/81100058770
- https://zbmath.org/authors/?q=ai:obermayer.klaus
- https://mathscinet.ams.org/mathscinet/MRAuthorID/297777
- https://mathgenealogy.org/id.php?id=207529
- https://www.wikidata.org/entity/Q89431327
- https://id.loc.gov/authorities/names/nb2002007002
- https://d-nb.info/gnd/142825158
| Name | Venue | Year | citations |
|---|---|---|---|
Incremental pairwise clustering for large proximity matrices.
|
IJCNN | 2015 | 1 |
| Regression with Linear Factored Functions.
|
ECML/PKDD | 2015 | 0 |
| A classifier-based association test for imbalanced data derived from prediction theory.
|
IJCNN | 2014 | 2 |
| Construction of approximation spaces for reinforcement learning.
|
JMLR | 2013 | 0 |
| A spatial selective visual attention pattern recognition method based on joint short SSVEP.
|
IJCNN | 2013 | 2 |
| Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis.
|
MLJ | 2012 | 0 |
| A voxel selection method for the multivariate analysis of imaging genetics data.
|
IJCNN | 2012 | 1 |
| Regularized Sparse Kernel Slow Feature Analysis.
|
ECML/PKDD | 2011 | 17 |
| The optimal unbiased value estimator and its relation to LSTD, TD and MC.
|
MLJ | 2011 | 0 |
| Multiple alignment of contact maps.
|
IJCNN | 2009 | 4 |
| Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies.
|
NIPS/NeurIPS | 2009 | 0 |
| Structure Spaces.
|
JMLR | 2009 | 47 |
| Bimal: Bipartite matching alignment for the contact map overlap problem.
|
IJCNN | 2009 | 11 |
| On the sample mean of graphs.
|
IJCNN | 2008 | 27 |
| Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex.
|
NIPS/NeurIPS | 2008 | 8 |
| Active Learning by Spherical Subdivision.
|
JMLR | 2008 | 4 |
| Dependence of Orientation Tuning on Recurrent Excitation and Inhibition in a Network Model of V1.
|
NIPS/NeurIPS | 2008 | 5 |
| Optimality of LSTD and its Relation to MC.
|
IJCNN | 2007 | 2 |
| P-SVM Variable Selection for Discovering Dependencies Between Genetic and Brain Imaging Data.
|
IJCNN | 2006 | 2 |
| Dynamic Hyperparameter Scaling Method for LVQ Algorithms.
|
IJCNN | 2006 | 22 |
| Sparse Optimization for Second Order Kernel Methods.
|
IJCNN | 2006 | 8 |
| A Topographic Support Vector Machine: Classification Using Local Label Configurations.
|
NIPS/NeurIPS | 2004 | 4 |
| Nonlinear Filtering of Electron Micrographs by Means of Support Vector Regression.
|
NIPS/NeurIPS | 2003 | 8 |
| Soft nearest prototype classification.
|
IEEE Trans. Neural Networks | 2003 | 98 |
| Feature Selection and Classification on Matrix Data: From Large Margins to Small Covering Numbers.
|
NIPS/NeurIPS | 2002 | 10 |
| Coulomb Classifiers: Generalizing Support Vector Machines via an Analogy to Electrostatic Systems.
|
NIPS/NeurIPS | 2002 | 24 |
| Activity Driven Adaptive Stochastic Resonance.
|
NIPS/NeurIPS | 2001 | 53 |
| Multi Dimensional ICA to Separate Correlated Sources.
|
NIPS/NeurIPS | 2001 | 24 |
| Blind Source Separation of Single Components from Linear Mixtures.
|
ICANN | 2001 | 5 |
| A New Method for Tracking Modulations in Tonal Music in Audio Data Format.
|
IJCNN | 2000 | 62 |
| A Dynamic Cortical Amplifier Model for Fast Information Processing.
|
IJCNN | 2000 | 0 |
| Structured Models from Structured Data: Emergence of Modular Information Processing within One Sheet of Neurons.
|
IJCNN | 2000 | 4 |
| Gaussian Process Regression: Active Data Selection and Test Point Rejection.
|
IJCNN | 2000 | 202 |
| Application of Blind Separation of Sources to Optical Recording of Brain Activity.
|
NIPS/NeurIPS | 1999 | 9 |
| Bayesian Transduction.
|
NIPS/NeurIPS | 1999 | 30 |
| Recurrent Cortical Competition: Strengthen or Weaken?
|
NIPS/NeurIPS | 1999 | 7 |
| Contrast Adaptation in Simple Cells by Changing the Transmitter Release Probability.
|
NIPS/NeurIPS | 1998 | 2 |
| Classification on Pairwise Proximity Data.
|
NIPS/NeurIPS | 1998 | 179 |
| The Role of Lateral Cortical Competition in Ocular Dominance Development.
|
NIPS/NeurIPS | 1998 | 10 |
| An Annealed Self-Organizing Map for Source Channel Coding.
|
NIPS/NeurIPS | 1997 | 7 |
| Phase Transitions in Soft Topographic Vector Quantization.
|
ICANN | 1997 | 8 |
| Synapse Clustering Can Drive Simultaneous ON-OFF and Ocular-Dominance Segregation in a Model of Area 17.
|
ICANN | 1997 | 3 |
| On the Anatomical Basis of Field Size, Contrast Sensitivity, and Orientation Selectivity in Macaque Striate Cortex: A Model Study.
|
ICANN | 1997 | 3 |
| A Model for Orientation Tuning and Contextual Effects of Orientation Selective Receptive Fields.
|
ICANN | 1997 | 13 |
| Cortical Map Development Driven by Spontaneous Retinal Activity Waves.
|
ICANN | 1996 | 4 |
| A Critical Comparison of Models for Orientation and Ocular Dominance Columns in the Striate Cortex.
|
NIPS/NeurIPS | 1994 | 2 |
| Development of Orientation and Ocular Dominance Columns in Infant Macaques.
|
NIPS/NeurIPS | 1993 | 4 |
| A Comparison between a Neural Network Model for the Formation of Brain Maps and Experimental Data.
|
NIPS/NeurIPS | 1991 | 18 |
| A neural network model for the formation of topographic maps in the CNS: development of receptive fields.
|
IJCNN | 1990 | 22 |
| Development and Spatial Structure of Cortical Feature Maps: A Model Study.
|
NIPS/NeurIPS | 1990 | 22 |