Konferenzbeitrag (124)
Konferenzbeitrag
Relating clustering stability to properties of cluster boundaries. In: 21st Annual Conference on Learning Theory (COLT 2008), S. 379 - 390 (Hg. Servedio, R.; Zhang, T.). 21st Annual Conference on Learning Theory (COLT 2008), Helsinki, Finland, 09. Juli 2008 - 12. Juli 2008. Omnipress, Madison, WI, USA (2008)
Konferenzbeitrag
A Hilbert-Schmidt Dependence Maximization Approach to Unsupervised Structure Discovery. In: 6th International Workshop on Mining and Learning with Graphs (MLG 2008), S. 1 - 3. 6th International Workshop on Mining and Learning with Graphs (MLG 2008), Helsinki, Finland, 04. Juli 2008 - 05. Juli 2008. (2008)
Konferenzbeitrag
Combining near-optimal feature selection with gSpan. In: 6th International Workshop on Mining and Learning with Graphs (MLG 2008), S. 1 - 3. 6th International Workshop on Mining and Learning with Graphs (MLG 2008), Helsinki, Finland, 04. Juli 2008 - 05. Juli 2008. (2008)
Konferenzbeitrag
A Novel Protocol for Accuracy Assessment in Classification of Very High Resolution Multispectral and SAR Images. In: IGARSS 2008: 2008 IEEE International Geoscience and Remote Sensing Symposium, S. II-265 - II-268. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2008), Boston, MA , USA, 07. Juli 2008 - 11. Juli 2008. IEEE, Piscataway, NJ, USA (2008)
Konferenzbeitrag
Decentralized cooperative exploration: implementation and experiments. In: Intelligent Autonomous Systems 10, S. 348 - 355 (Hg. Burgard, W.; Dillmann, R.; Plagermann, C.; Vahrenkamp, N.). 10th International Conference on Intelligent Autonomous Systems (IAS 2008), Baden-Baden, Germany, 23. Juli 2008 - 27. Juli 2008. IOS Press, Amsterdam, Netherlands (2008)
Konferenzbeitrag
Adaptive Importance Sampling with Automatic Model Selection in Value Function Approximation. In: Twenty-Third Conference on Artificial Intelligence 2008, S. 1351 - 1356 (Hg. Fox, D.; Gomes, C.). Twenty-Third Conference on Artificial Intelligence 2008, Chicago, IL, USA, 13. Juli 2008 - 17. Juli 2008. AAAI Press, Menlo Park, CA, USA (2008)
Konferenzbeitrag
The skew spectrum of graphs. In: ICML '08: Proceedings of the 25th international conference on Machine, S. 496 - 503 (Hg. Cohen, W.; McCallum, A.; Roweis, S.). Twenty-Fifth International Conference on Machine Learning (ICML 2008), Helsinki, Finland, 05. Juli 2008 - 08. Juli 2008. ACM Press, New York, NY, USA (2008)
Konferenzbeitrag
A Decoupled Approach to Exemplar-based Unsupervised Learning. In: ICML '08: Proceedings of the 25th international conference on Machine, S. 704 - 711 (Hg. Cohen, W.; McCallum, A.; Roweis, S.). 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland, 05. Juli 2008 - 09. Juli 2008. ACM Press, New York, NY, USA (2008)
Konferenzbeitrag
RKHS Representation of Measures Applied to Homogeneity, Independence, and Fourier Optics. In: 30. Oberwolfach Report: Workshop Learning Theory and Approximation, S. 42 - 44 (Hg. Jetter, K.; Smale, S.; Zhou, D.-X.). 30. Oberwolfach Report, Oberwolfach, Germany, 29. Juni 2008 - 05. Juli 2008. Mathematisches Forschungsinstitut, Oberwolfach-Walke, Germany (2008)
Konferenzbeitrag
Compressed Sensing and Bayesian Experimental Design. In: ICML '08: Proceedings of the 25th international conference on Machine, S. 912 - 919 (Hg. Cohen, W.; McCallum, A.; Roweis, S.). 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland, 05. Juli 2008 - 09. Juli 2008. ACM Press, New York, NY, USA (2008)
Konferenzbeitrag
Multi-Classification by Categorical Features via Clustering. In: ICML '08: Proceedings of the 25th international conference on Machine, S. 920 - 927 (Hg. Cohen, W.; McCallum, A.; Roweis, S.). 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland, 05. Juni 2008 - 09. Juni 2008. ACM Press, New York, NY, USA (2008)
Konferenzbeitrag
Tailoring density estimation via reproducing kernel moment matching. In: ICML '08: Proceedings of the 25th international conference on Machine learning, S. 992 - 999 (Hg. Cohen, W.; McCallum, A.; Roweis, S.). 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland, 05. Juli 2008 - 08. Juli 2008. ACM Press, New York, NY, USA (2008)
Konferenzbeitrag
24 (13), S. i6 - i14 (2008)
POIMs: positional oligomer importance matrices: understanding support vector machine-based signal detectors. 16th Annual International Conference Intelligent Systems for Molecular Biology (ISMB 2008), Toronto, Canada, 19. Juli 2008 - 23. Juli 2008. Bioinformatics
Konferenzbeitrag
Injective Hilbert Space Embeddings of Probability Measures. In: 21st Annual Conference on Learning Theory (COLT 2008), S. 111 - 122 (Hg. Servedio, R.; Zhang, T.). 21st Annual Conference on Learning Theory (COLT 2008), Helsinki, Finland, 09. Juli 2008 - 12. Juli 2008. Omnipress, Madison, WI, USA (2008)
Konferenzbeitrag
Rumelhart Symposium: Integrating Human and Machine Vision: In Honor of Shimon Ullman. In: 30th Conference of the Cognitive Science Society (CogSci 2008), S. 365 - 366. 30th Conference of the Cognitive Science Society (CogSci 2008), Washington, DC, USA, 23. Juli 2008 - 26. Juli 2008. Curran, Red Hook, NY, USA (2008)
Konferenzbeitrag
Sparse Multiscale Gaussian Process Regression. In: ICML '08: Proceedings of the 25th international conference on Machine learning, S. 1112 - 1119 (Hg. Cohen, W.; McCallum, A.; Roweis, S.). 25th International Conference on Machine Learning (ICML 2008), Helsinki, Finland, 05. Juli 2008 - 09. Juli 2008. ACM Press, New York, NY, USA (2008)
Konferenzbeitrag
The Integration of Spatial Information across Different Perspectives. In: 30th Conference of the Cognitive Science Society (CogSci 2008), S. 1874 - 1879. 30th Conference of the Cognitive Science Society (CogSci 2008), Washigton, DC, USA, 23. Juli 2008 - 26. Juli 2008. Curran, Red Hook, NY, USA (2008)
Konferenzbeitrag
Correlational Spectral Clustering. In: 2008 IEEE Conference on Computer Vision and Pattern Recognition, S. 1 - 8. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), Anchorage, AK, USA, 23. Juni 2008 - 28. Juni 2008. IEEE, Piscataway, NJ, USA (2008)
Konferenzbeitrag
Approximate Dynamic Programming with Gaussian Processes. In: 2008 American Control Conference, S. 4480 - 4485. 2008 American Control Conference (ACC 2008), Seattle, WA, USA, 11. Juni 2008 - 13. Juni 2008. IEEE Service Center, Piscataway, NJ, USA (2008)
Konferenzbeitrag
Analyzing perceptual representations of complex, parametrically-defined shapes using MDS. In: Haptics: Perception, Devices and Scenarios: 6th International Conference, EuroHaptics 2008 Madrid, Spain, June 10-13, 2008, S. 265 - 274 (Hg. Ferre, M.). 6th International Conference EuroHaptics 2008, Madrid, Spain, 10. Juni 2008 - 13. Juni 2008. Springer, Berlin, Germany (2008)