 | 2011 |
| 20 |  | Tom Schaul,
Leo Pape,
Tobias Glasmachers,
Vincent Graziano,
Jürgen Schmidhuber:
Coherence Progress: A Measure of Interestingness Based on Fixed Compressors.
AGI 2011: 21-30 |
| 19 |  | Tobias Glasmachers,
Jürgen Schmidhuber:
Optimal Direct Policy Search.
AGI 2011: 52-61 |
| 18 |  | Tom Schaul,
Tobias Glasmachers,
Jürgen Schmidhuber:
High dimensions and heavy tails for natural evolution strategies.
GECCO 2011: 845-852 |
| 17 |  | Giuseppe Cuccu,
Faustino J. Gomez,
Tobias Glasmachers:
Novelty-based restarts for evolution strategies.
IEEE Congress on Evolutionary Computation 2011: 158-163 |
| 16 |  | Daan Wierstra,
Tom Schaul,
Tobias Glasmachers,
Yi Sun,
Jürgen Schmidhuber:
Natural Evolution Strategies
CoRR abs/1106.4487: (2011) |
| 2010 |
| 15 |  | Tobias Glasmachers,
Tom Schaul,
Yi Sun,
Daan Wierstra,
Jürgen Schmidhuber:
Exponential natural evolution strategies.
GECCO 2010: 393-400 |
| 14 |  | Tobias Glasmachers:
Universal Consistency of Multi-Class Support Vector Classification.
NIPS 2010: 739-747 |
| 13 |  | Tobias Glasmachers,
Tom Schaul,
Jürgen Schmidhuber:
A Natural Evolution Strategy for Multi-objective Optimization.
PPSN (1) 2010: 627-636 |
| 12 |  | Tobias Glasmachers,
Christian Igel:
Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with Multiple Parameters.
IEEE Trans. Pattern Anal. Mach. Intell. 32(8): 1522-1528 (2010) |
| 2008 |
| 11 |  | Tobias Glasmachers:
On related violating pairs for working set selection in SMO algorithms.
ESANN 2008: 475-480 |
| 10 |  | Tobias Glasmachers,
Christian Igel:
Uncertainty Handling in Model Selection for Support Vector Machines.
PPSN 2008: 185-194 |
| 9 |  | Christian Igel,
Verena Heidrich-Meisner,
Tobias Glasmachers:
Shark.
Journal of Machine Learning Research 9: 993-996 (2008) |
| 8 |  | Tobias Glasmachers,
Christian Igel:
Second-Order SMO Improves SVM Online and Active Learning.
Neural Computation 20(2): 374-382 (2008) |
| 7 |  | Tobias Glasmachers:
Gradient based optimization of support vector machines.
Ruhr University Bochum 2008 |
| 2007 |
| 6 |  | 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. 4(2): 216-226 (2007) |
| 5 |  | Britta Mersch,
Tobias Glasmachers,
Peter Meinicke,
Christian Igel:
Evolutionary Optimization of Sequence Kernels for Detection of bacterial gene Starts.
Int. J. Neural Syst. 17(5): 369-381 (2007) |
| 2006 |
| 4 |  | Tobias Glasmachers:
Degeneracy in model selection for SVMs with radial Gaussian kernel.
ESANN 2006: 587-592 |
| 3 |  | Britta Mersch,
Tobias Glasmachers,
Peter Meinicke,
Christian Igel:
Evolutionary Optimization of Sequence Kernels for Detection of Bacterial Gene Starts.
ICANN (2) 2006: 827-836 |
| 2 |  | Tobias Glasmachers,
Christian Igel:
Maximum-Gain Working Set Selection for SVMs.
Journal of Machine Learning Research 7: 1437-1466 (2006) |
| 2005 |
| 1 |  | Tobias Glasmachers,
Christian Igel:
Gradient-Based Adaptation of General Gaussian Kernels.
Neural Computation 17(10): 2099-2105 (2005) |