| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Holger Blume, Bernd Bischl, Martin Botteck, Christian Igel, Rainer Martin, Günther Roetter, Günter Rudolph, Wolfgang M. Theimer, Igor Vatolkin, Claus Weihs |
Huge Music Archives on Mobile Devices.  |
IEEE Signal Process. Mag.  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Asja Fischer, Christian Igel |
Bounding the Bias of Contrastive Divergence Learning. |
Neural Computation |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Matthias Tuma, Christian Igel |
Improved Working Set Selection for LaRank. |
CAIP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Asja Fischer, Christian Igel |
Training RBMs based on the signs of the CD approximation of the log-likelihood derivatives. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Verena Heidrich-Meisner, Christian Igel |
Non-linearly increasing resampling in racing algorithms. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jan Salmen, Lukas Caup, Christian Igel |
Real-Time Estimation of Optical Flow Based on Optimized Haar Wavelet Features. |
EMO |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tobias Friedrich, Karl Bringmann, Thomas Voß, Christian Igel |
The logarithmic hypervolume indicator. |
FOGA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Johannes Stallkamp, Marc Schlipsing, Jan Salmen, Christian Igel |
The German Traffic Sign Recognition Benchmark: A multi-class classification competition. |
IJCNN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Tobias Glasmachers, Christian Igel |
Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with Multiple Parameters. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2010 |
DBLP DOI BibTeX RDF |
Support vector machines, regularization, model selection, maximum likelihood |
| 1 | Benjamin Roeschies, Christian Igel |
Structure optimization of reservoir networks. |
Logic Journal of the IGPL |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Valentin Markounikau, Christian Igel, Amiram Grinvald, Dirk Jancke |
A Dynamic Neural Field Model of Mesoscopic Cortical Activity Captured with Voltage-Sensitive Dye Imaging. |
PLoS Computational Biology |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Rolf P. Würtz, Kirstie L. Bellman, Hartmut Schmeck, Christian Igel |
Editorial: Special issue on organic computing. |
TAAS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jan Salmen, Marc Schlipsing, Christian Igel |
Efficient update of the covariance matrix inverse in iterated linear discriminant analysis. |
Pattern Recognition Letters |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Igel |
Evolutionary Kernel Learning. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Voß, Heike Trautmann, Christian Igel |
New Uncertainty Handling Strategies in Multi-objective Evolutionary Optimization. |
PPSN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Voß, Tobias Friedrich, Karl Bringmann, Christian Igel |
Scaling up indicator-based MOEAs by approximating the least hypervolume contributor: a preliminary study. |
GECCO (Companion) |
2010 |
DBLP DOI BibTeX RDF |
hypervolume, mo-cma-es, approximation, multi-objective optimization, evolution strategy, covariance matrix adaptation |
| 1 | Thomas Voß, Nikolaus Hansen, Christian Igel |
Improved step size adaptation for the MO-CMA-ES. |
GECCO |
2010 |
DBLP DOI BibTeX RDF |
mo-cma-es, step size adaptation, multi-objective optimization, evolution strategy, covariance matrix adaptation |
| 1 | Matthias Tuma, Christian Igel, Mark Prior |
Hydroacoustic Signal Classification Using Kernel Functions for Variable Feature Sets. |
ICPR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Asja Fischer, Christian Igel |
Empirical Analysis of the Divergence of Gibbs Sampling Based Learning Algorithms for Restricted Boltzmann Machines. |
ICANN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Thorsten Suttorp, Nikolaus Hansen, Christian Igel |
Efficient covariance matrix update for variable metric evolution strategies. |
Machine Learning |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Verena Heidrich-Meisner, Christian Igel |
Neuroevolution strategies for episodic reinforcement learning. |
J. Algorithms |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Verena Heidrich-Meisner, Christian Igel |
Uncertainty handling CMA-ES for reinforcement learning. |
GECCO |
2009 |
DBLP DOI BibTeX RDF |
covariance matrix adaptation evolution strategy, direct policy search, reinforcement learning, uncertainty handling |
| 1 | Thomas Voß, Nikolaus Hansen, Christian Igel |
Recombination for Learning Strategy Parameters in the MO-CMA-ES. |
EMO |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Verena Heidrich-Meisner, Christian Igel |
Hoeffding and Bernstein races for selecting policies in evolutionary direct policy search. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Igel, Verena Heidrich-Meisner, Tobias Glasmachers |
Shark. |
Journal of Machine Learning Research |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Susanne Winter, Bernhard Brendel, Ioannis Pechlivanis, Kirsten Schmieder, Christian Igel |
Registration of CT and Intraoperative 3-D Ultrasound Images of the Spine Using Evolutionary and Gradient-Based Methods. |
IEEE Trans. Evolutionary Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Tobias Glasmachers, Christian Igel |
Second-Order SMO Improves SVM Online and Active Learning. |
Neural Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Verena Heidrich-Meisner, Christian Igel |
Evolution Strategies for Direct Policy Search. |
PPSN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Tobias Glasmachers, Christian Igel |
Uncertainty Handling in Model Selection for Support Vector Machines. |
PPSN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Verena Heidrich-Meisner, Christian Igel |
Variable Metric Reinforcement Learning Methods Applied to the Noisy Mountain Car Problem. |
EWRL |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas Voß, Nicola Beume, Günter Rudolph, Christian Igel |
Scalarization versus indicator-based selection in multi-objective CMA evolution strategies. |
IEEE Congress on Evolutionary Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Verena Heidrich-Meisner, Christian Igel |
Similarities and differences between policy gradient methods and evolution strategies. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Thorsten Suttorp, Christian Igel |
Approximation of Gaussian process regression models after training. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Britta Mersch, Tobias Glasmachers, Peter Meinicke, Christian Igel |
Evolutionary Optimization of Sequence Kernels for Detection of bacterial gene Starts. |
Int. J. Neural Syst. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Igel, Nikolaus Hansen, Stefan Roth |
Covariance Matrix Adaptation for Multi-objective Optimization. |
Evolutionary Computation |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Jens Niehaus, Christian Igel, Wolfgang Banzhaf |
Reducing the Number of Fitness Evaluations in Graph Genetic Programming Using a Canonical Graph Indexed Database. |
Evolutionary Computation |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Igel, Tobias Glasmachers, Britta Mersch, Nico Pfeifer, Peter Meinicke |
Gradient-Based Optimization of Kernel-Target Alignment for Sequence Kernels Applied to Bacterial Gene Start Detection. |
IEEE/ACM Trans. Comput. Biology Bioinform. |
2007 |
DBLP DOI BibTeX RDF |
oligo kernel, kernel target alignment, support vector machines, model selection, Sequence analysis, translation initiation sites |
| 1 | Jan Salmen, Thorsten Suttorp, Johann Edelbrunner, Christian Igel |
Evolutionary Optimization ofWavelet Feature Sets for Real-Time Pedestrian Classification. |
HIS |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Thorsten Suttorp, Christian Igel |
Resilient Approximation of Kernel Classifiers. |
ICANN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Verena Heidrich-Meisner, Martin Lauer, Christian Igel, Martin A. Riedmiller |
Reinforcement learning in a nutshell. |
ESANN |
2007 |
DBLP BibTeX RDF |
|
| 1 | Tobias Glasmachers, Christian Igel |
Maximum-Gain Working Set Selection for SVMs. |
Journal of Machine Learning Research |
2006 |
DBLP BibTeX RDF |
|
| 1 | Thorsten Suttorp, Christian Igel |
Multi-Objective Optimization of Support Vector Machines. |
Multi-Objective Machine Learning |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Stefan Roth, Alexander Gepperth, Christian Igel |
Multi-Objective Neural Network Optimization for Visual Object Detection. |
Multi-Objective Machine Learning |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Igel, Thorsten Suttorp, Nikolaus Hansen |
A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies. |
GECCO |
2006 |
DBLP DOI BibTeX RDF |
rank-one update, evolution strategy, Cholesky factors, covariance matrix adaptation |
| 1 | Britta Mersch, Tobias Glasmachers, Peter Meinicke, Christian Igel |
Evolutionary Optimization of Sequence Kernels for Detection of Bacterial Gene Starts. |
ICANN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Igel, Thorsten Suttorp, Nikolaus Hansen |
Steady-State Selection and Efficient Covariance Matrix Update in the Multi-objective CMA-ES. |
EMO |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Tobias Glasmachers, Christian Igel |
Gradient-Based Adaptation of General Gaussian Kernels. |
Neural Computation |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Frauke Friedrichs, Christian Igel |
Evolutionary tuning of multiple SVM parameters. |
Neurocomputing |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Antonio Pellecchia, Christian Igel, Johann Edelbrunner, Gregor Schöner |
Making Driver Modeling Attractive. |
IEEE Intelligent Systems |
2005 |
DBLP DOI BibTeX RDF |
evolutionary algorithms, dynamical systems, driver models, driver assistance systems |
| 1 | Christian Igel, Bernhard Sendhoff |
Synergies between Evolutionary and Neural Computation. |
ESANN |
2005 |
DBLP BibTeX RDF |
|
| 1 | Christian Igel |
Multi-objective Model Selection for Support Vector Machines. |
EMO |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Susanne Winter, Bernhard Brendel, Christian Igel |
Registrierung von Knochen in 3D-Ultraschall- und CT-Daten: Vergleich verschiedener Optimierungsverfahren. |
Bildverarbeitung für die Medizin |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Igel, Marc Toussaint |
A No-Free-Lunch theorem for non-uniform distributions of target functions. |
J. Math. Model. Algorithms |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Stefan Schneider, Christian Igel, Christian Klaes, Hubert R. Dinse, Jan C. Wiemer |
Evolutionary Adaptation of Nonlinear Dynamical Systems in Computational Neuroscience. |
Genetic Programming and Evolvable Machines |
2004 |
DBLP DOI BibTeX RDF |
dynamical systems, evolution strategy, computational neuroscience, neural fields |
| 1 | Christian Igel, Karl-Heinz Temme |
The chaining syllogism in fuzzy logic. |
IEEE T. Fuzzy Systems |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Stefan Wiegand, Christian Igel, Uwe Handmann |
Evolutionary Multi-Objective Optimisation Of Neural Networks For Face Detection. |
International Journal of Computational Intelligence and Applications |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Frauke Friedrichs, Christian Igel |
Evolutionary tuning of multiple SVM parameters. |
ESANN |
2004 |
DBLP BibTeX RDF |
|
| 1 | Stefan Wiegand, Christian Igel, Uwe Handmann |
Evolutionary Optimization of Neural Networks for Face Detection. |
ESANN |
2004 |
DBLP BibTeX RDF |
|
| 1 | Christian Igel, Marc Toussaint |
On classes of functions for which No Free Lunch results hold. |
Inf. Process. Lett. |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Igel, Marc Toussaint |
Neutrality and self-adaptation. |
Natural Computing |
2003 |
DBLP DOI BibTeX RDF |
No-Free-Lunch theorem, evolutionary computation, redundancy, self-adaptation, neutrality, genotype-phenotype mapping |
| 1 | Christian Igel, Marc Toussaint |
Recent Results on No-Free-Lunch Theorems for Optimization |
CoRR |
2003 |
DBLP BibTeX RDF |
|
| 1 | Christian Igel, Martin Kreutz |
Operator adaptation in evolutionary computation and its application to structure optimization of neural networks. |
Neurocomputing |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Igel, Michael Hüsken |
Empirical evaluation of the improved Rprop learning algorithms. |
Neurocomputing |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Igel, Peter Stagge |
Effects of phenotypic redundancy in structure optimization. |
IEEE Trans. Evolutionary Computation |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Marc Toussaint, Christian Igel |
Neutrality: A Necessity for Self-Adaptation |
CoRR |
2002 |
DBLP BibTeX RDF |
|
| 1 | Christian Igel, Werner von Seelen, Wolfram Erlhagen, Dirk Jancke |
Evolving field models for inhibition effects in early vision. |
Neurocomputing |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Hüsken, Christian Igel |
Balancing Learning And Evolution. |
GECCO |
2002 |
DBLP BibTeX RDF |
|
| 1 | Christian Igel, Marc Toussaint |
On Classes of Functions for which No Free Lunch Results Hold |
CoRR |
2001 |
DBLP BibTeX RDF |
|
| 1 | Christian Igel, Wolfram Erlhagen, Dirk Jancke |
Optimization of dynamic neural fields. |
Neurocomputing |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Christian Igel, Karl-Heinz Temme |
Chaining Syllogism Applied to Fuzzy IF-THEN Rules and Rule Bases. |
Fuzzy Days |
1997 |
DBLP DOI BibTeX RDF |
|
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