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Ong, C.; Smola, A.; Williamson, R.: Hyperkernels. In: Advances in Neural Information Processing Systems 15, pp. 495 - 502 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 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, pp. 1 - 20. 3rd IEEE-RAS International Conference on Humanoid Robots (ICHR 2003), Karlsruhe, Germany, September 29, 2003 - September 30, 2003. VDI/VDE-GMA, Düsseldorf, Germany (2003)

Quinonero Candela, J.; Winther, O.: Incremental Gaussian Processes. In: Advances in Neural Information Processing Systems 15, pp. 1001 - 1008 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 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, September 17, 2003 - September 19, 2003. (2003)

Rasmussen, C.; Ghahramani, Z.: Bayesian Monte Carlo. In: Advances in Neural Information Processing Systems 15, pp. 489 - 496 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 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, pp. 513 - 520 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 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, pp. 1008 - 1015 (Eds. Liu, J.; Cheung, Y.-M.; Yin, H.). 4th International Conference on Intelligent Data Engineering (IDEAL 2003), Hong Kong, China, March 21, 2003 - March 23, 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, pp. 1033 - 1040 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 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, pp. 729 - 736 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 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, pp. 873 - 880 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 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, p. 447 (Eds. Schmalhofer, F.; Young, R.; Katz, G.). European Cognitive Science Conference (EuroCogSci 2003), Osnabrück, Germany, September 10, 2003 - September 13, 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, pp. 157 - 164 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 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), pp. 4 - 11 (Eds. Fawcett, T.; Mishra, N.). Twentieth International Conference on Machine Learning (ICML 2003), Washington, DC, USA, August 21, 2003 - August 24, 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, pp. 1 - 7. ICML 2003 Workshop on the Continuum from Labeled to Unlabeled Data in Machine Learning & Data Mining, Washington, DC, USA, August 21, 2003. (2003)

Kashima, H.; Tsuda, K.; Inokuchi, A.: Marginalized Kernels between Labeled Graphs. In: Twentieth International Conference on Machine Learning (ICML 2003), pp. 321 - 328 (Eds. Fawcett , T.; Mishra, N.). Twentieth International Conference on Machine Learning (ICML 2003), Washington, DC, USA, August 21, 2003 - August 24, 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, pp. 314 - 328 (Eds. Schölkopf, B.; Warmuth, M.). 16th Annual Conference on Learning Theory and 7th Kernel Workshop (COLT/Kernel 2003), Washington, DC, USA, August 24, 2003 - August 27, 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), pp. 453 - 458 (Eds. Nunes, U.; de Almeida, A.; Bejczy, A.; Kosuge, K.; Machado, J.). 11th International Conference on Advanced Robotics (ICAR 2003), Coimbra, Portugal, June 30, 2003 - July 03, 2003. (2003)

Ilg, W.; Bakir, G.; Mezger, J.; Giese, M.: On the Representation, Learning and Transfer of Spatio-Temporal Movement Characteristics. In: Humanoids Proceedings, p. 0 - 0. Humanoids Proceedings. (2003)

Jäkel, F.; Ernst, M.: Learning to Combine Arbitrary Signals from Vision and Touch. In: EuroHaptics 2003, pp. 276 - 290 (Eds. Oakley, I.; O'Modhrain, S.; Newell, F.). EuroHaptics 2003, Dublin, Ireland, July 06, 2003 - July 09, 2003. Trinity College Dublin, Dublin, Ireland (2003)

Lohmann, G.; Preul, C.; Hund-Georgiadis, M.: Morphology-based cortical thickness estimation. In: Information Processing in Medical Imaging: 18th International Conference, IPMI 2003, Ambleside, UK, July 20-25, 2003, pp. 89 - 100 (Eds. Taylor, C.; Alison Noble, J.). 18th International Conference on Information Processing in Medical Imaging (IPMI 2003), Ambleside, UK, July 20, 2003 - July 25, 2003. Springer, Berlin, Germany (2003)