Suchergebnisse

Káli, S.; Dayan, P.: Replay, Repair and Consolidation. In: Advances in Neural Information Processing Systems 15, S. 19 - 26 (Hg. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, 09. Dezember 2002 - 14. Dezember 2002. MIT Press, Cambridge, MA, USA (2003)

Leslie, C.; Eskin, E.; Weston, J.; Noble, W.: Mismatch String Kernels for SVM Protein Classification. In: Advances in Neural Information Processing Systems 15, S. 1417 - 1424 (Hg. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, 09. Dezember 2002 - 14. Dezember 2002. MIT Press, Cambridge, MA, USA (2003)

Murray-Smith, R.; Sbarbaro, D.; Rasmussen, C.; Girard, A.: Adaptive, Cautious, Predictive control with Gaussian Process Priors. 13th IFAC Symposium on System Identification (SYSID 2003), Rotterdam, The Netherlands, 27. August 2003 - 29. August 2003. IFAC Proceedings Volumes 36 (16), S. 1155 - 1160 (2003)

Ong, C.; Smola, A.; Williamson, R.: Hyperkernels. In: Advances in Neural Information Processing Systems 15, S. 495 - 502 (Hg. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, 09. Dezember 2002 - 14. Dezember 2002. MIT Press, Cambridge, MA, USA (2003)

Peters, J.; Vijayakumar, S.; Schaal, S.: Reinforcement Learning for Humanoid Robotics. In: Humanoids 2003: Third IEEE-RAS InternationalConference on Humanoid Robots, S. 1 - 20. 3rd IEEE-RAS International Conference on Humanoid Robots (ICHR 2003), Karlsruhe, Germany, 29. September 2003 - 30. September 2003. VDI/VDE-GMA, Düsseldorf, Germany (2003)

Quinonero Candela, J.; Winther, O.: Incremental Gaussian Processes. In: Advances in Neural Information Processing Systems 15, S. 1001 - 1008 (Hg. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, 09. Dezember 2002 - 14. Dezember 2002. MIT Press, Cambridge, MA, USA (2003)

Quiñonero-Candela, J.; Girard, A.; Larsen, J.; Rasmussen, C.: Propagation of Uncertainty in Bayesian Kernel Models: Application to Multiple-Step Ahead Forecasting. In: 13th IEEE International Workshop on Neural Networks for Signal Processing (NNSP 2003). 13th IEEE International Workshop on Neural Networks for Signal Processing (NNSP 2003), Toulouse, France, 17. September 2003 - 19. September 2003. (2003)

Rasmussen, C.; Ghahramani, Z.: Bayesian Monte Carlo. In: Advances in Neural Information Processing Systems 15, S. 489 - 496 (Hg. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, 09. Dezember 2002 - 14. Dezember 2002. MIT Press, Cambridge, MA, USA (2003)

Rätsch, G.; Smola, A.; Mika, S.: Adapting Codes and Embeddings for Polychotomies. In: Advances in Neural Information Processing Systems 15, S. 513 - 520 (Hg. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, 09. Dezember 2002 - 14. Dezember 2002. MIT Press, Cambridge, MA, USA (2003)

Shin, H.; Cho, S.: Fast Pattern Selection Algorithm for Support Vector Classifiers: "Time Complexity Analysis". In: Intelligent Data Engineering and Automated Learning: 4th International Conference, IDEAL 2003, Hong Kong, China, March 21-23, 2003, S. 1008 - 1015 (Hg. Liu, J.; Cheung, Y.-M.; Yin, H.). 4th International Conference on Intelligent Data Engineering (IDEAL 2003), Hong Kong, China, 21. März 2003 - 23. März 2003. Springer, Berlin, Germany (2003)

Solak, E.; Murray-Smith , R.; Leithead , W.; Leith, D.; Rasmussen, C.: Derivative observations in Gaussian Process models of dynamic systems. In: Advances in Neural Information Processing Systems 15, S. 1033 - 1040 (Hg. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, 09. Dezember 2002 - 14. Dezember 2002. MIT Press, Cambridge, MA, USA (2003)

Tsuda, K.; Kawanabe, M.; Müller, K.-R.: Clustering with the Fisher score. In: Advances in Neural Information Processing Systems 15, S. 729 - 736 (Hg. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, 09. Dezember 2002 - 14. Dezember 2002. MIT Press, Cambridge, MA, USA (2003)

Weston, J.; Chapelle, O.; Elisseeff, A.; Schölkopf, B.; Vapnik, V.: Kernel Dependency Estimation. In: Advances in Neural Information Processing Systems 15, S. 873 - 880 (Hg. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, 09. Dezember 2002 - 14. Dezember 2002. MIT Press, Cambridge, MA, USA (2003)

Wiener, J.; Mallot, H.: Route Planning in Hierarchically Structured Environments: From Places to Regions. In: EuroCogSci 03: the European Cognitive Science Conference 2003, S. 447 (Hg. Schmalhofer, F.; Young, R.; Katz, G.). European Cognitive Science Conference (EuroCogSci 2003), Osnabrück, Germany, 10. September 2003 - 13. September 2003. Erlbaum, Mahwah, NJ, USA (2003)

Yu, A.; Dayan, P.: Expected and Unexpected Uncertainty: ACh and NE in the Neocortex. In: Advances in Neural Information Processing Systems 15, S. 157 - 164 (Hg. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, 09. Dezember 2002 - 14. Dezember 2002. MIT Press, Cambridge, MA, USA (2003)

Altun, Y.; Tsochantaridis, I.; Hofmann, T.: Hidden Markov Support Vector Machines. In: Twentieth International Conference on Machine Learning (ICML 2003), S. 4 - 11 (Hg. Fawcett, T.; Mishra, N.). Twentieth International Conference on Machine Learning (ICML 2003), Washington, DC, USA, 21. August 2003 - 24. August 2003. AAAI Press, Menlo Park, CA, USA (2003)

Chapelle, O.; Schölkopf, B.; Weston, J.: Semi-Supervised Learning through Principal Directions Estimation. In: ICML 2003 Workshop on the Continuum from Labeled to Unlabeled Data in Machine Learning & Data Mining, S. 1 - 7. ICML 2003 Workshop on the Continuum from Labeled to Unlabeled Data in Machine Learning & Data Mining, Washington, DC, USA, 21. August 2003. (2003)

Kashima, H.; Tsuda, K.; Inokuchi, A.: Marginalized Kernels between Labeled Graphs. In: Twentieth International Conference on Machine Learning (ICML 2003), S. 321 - 328 (Hg. Fawcett , T.; Mishra, N.). Twentieth International Conference on Machine Learning (ICML 2003), Washington, DC, USA, 21. August 2003 - 24. August 2003. AAAI Press, Menlo Park, CA, USA, (2003)

von Luxburg, U.; Bousquet, O.: Distance-based classification with Lipschitz functions. In: Learning Theory and Kernel Machines: 16th Annual Conference on Learning Theory and 7th Kernel Workshop, COLT/Kernel 2003, Washington, DC, USA, August 24-27, 2003, S. 314 - 328 (Hg. Schölkopf, B.; Warmuth, M.). 16th Annual Conference on Learning Theory and 7th Kernel Workshop (COLT/Kernel 2003), Washington, DC, USA, 24. August 2003 - 27. August 2003. Springer, Berlin, Germany (2003)

Ilg, W.; Bakir, G.; Franz, M.; Giese, M.: Hierarchical Spatio-Temporal Morphable Models for Representation of complex movements for Imitation Learning. In: 11th International Conference on Advanced Robotics (ICAR 2003), S. 453 - 458 (Hg. Nunes, U.; de Almeida, A.; Bejczy, A.; Kosuge, K.; Machado, J.). 11th International Conference on Advanced Robotics (ICAR 2003), Coimbra, Portugal, 30. Juni 2003 - 03. Juli 2003. (2003)