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Huys, Q.; Vogelstein, J.; Dayan, P.: Psychiatry: Insights into depression through normative decision-making models. In: Advances in Neural Information Processing Systems 21, pp. 732 - 739 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008) , Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)

Janzing, D.; Peters, J.; Mooij, J.; Schölkopf, B.: Identifying confounders using additive noise models. In: 25th Conference on Uncertainty in Artificial Intelligence (UAI 2009), pp. 249 - 257 (Eds. Bilmes, N.; Ng, A.; McAllester, D.). 25th Conference on Uncertainty in Artificial Intelligence (UAI 2009), Montréal, Canada, June 18, 2009 - June 21, 2009. AUAI Press, Corvallis, OR, USA (2009)

Kharche, S.; Lüdtke, N.; Panzeri, S.; Zhang, H.: A Global Sensitivity Index for Biophysically Detailed Cardiac Cell Models: A Computational Approach. In: Functional Imaging and Modeling of the Heart: 5th International Conference, FIMH 2009, Nice, France, June 3-5, 2009, pp. 366 - 375 (Eds. Ayache, N.; Delingette, H.; Sermesant, M.). 5th International Conference on Functional Imaging and Modeling of the Heart (FIMH 2009), Nice, France, June 03, 2009 - June 05, 2009. Springer, Berlin, Germany (2009)

Kober, J.; Peters, J.: Policy Search for Motor Primitives in Robotics. In: Advances in neural information processing systems 21, pp. 849 - 856 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)

Kondor, R.; Shervashidze, N.; Borgwardt, K.: The graphlet spectrum. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 529 - 536 (Eds. Danyluk, A.; Bottou, L.; Littman, M.). 26th International Conference on Machine Learning (ICML 2009), Montreal, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)

Lampert, C.; Nickisch, H.; Harmeling, S.: Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer. In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp. 951 - 958. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), Miami Beach, FL, USA, June 20, 2009 - June 25, 2009. IEEE Service Center, Piscataway, NJ, USA (2009)

Lee, D.; Hofmann, M.; Steinke, F.; Altun, Y.; Cahill, N.; Schölkopf, B.: Learning the Similarity Measure for Multi-Modal 3D Image Registration. In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp. 186 - 193. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), Miami, FL, USA, June 20, 2009 - June 25, 2009. IEEE Service Center, Piscataway, NJ, USA (2009)

Maier, M.; von Luxburg, U.; Hein, M.: Influence of graph construction on graph-based clustering measures. In: Advances in neural information processing systems 21, pp. 1025 - 1032 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)

Mooij, J.; Janzing, D.; Peters, J.; Schölkopf, B.: Regression by dependence minimization and its application to causal inference in additive noise models. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 745 - 752 (Eds. Danyluk, A.; Bottou, L.; Littman, M.). 26th International Conference on Machine Learning (ICML 2009), Montreal, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)

Mooij, J.; Kappen, B.: Bounds on marginal probability distributions. In: Advances in neural information processing systems 21, pp. 1105 - 1112 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)

Neumann, G.; Maass, W.; Peters, J.: Learning Complex Motions by Sequencing Simpler Motion Templates. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 753 - 760 (Eds. Danyluk, A.; Bottou, L.; Littman, M.). 26th International Conference on Machine Learning (ICML 2009), Montreal, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)

Neumann, G.; Peters, J.: Fitted Q-iteration by Advantage Weighted Regression. In: Advances in neural information processing systems 21, pp. 1177 - 1184 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)

Nguyen-Tuong, D.; Seeger, M.; Peters, J.: Local Gaussian Process Regression for Real Time Online Model Learning and Control. In: Advances in neural information processing systems 21, pp. 1193 - 1200 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)

Nickisch, H.; Seeger, M.: Convex variational Bayesian inference for large scale generalized linear models. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 761 - 768 (Eds. Danyluk, A.; Bottou, L.; Littman, M.). 26th International Conference on Machine Learning, Montreal, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)

Nowozin, S.; Jegelka, S.: Solution Stability in Linear Programming Relaxations: Graph Partitioning and Unsupervised Learning. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 769 - 776 (Eds. Danyluk, A.; Bottou, L.; Littman, M.). 26th International Conference on Machine Learning (ICML 2009), Montreal, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)

Nowozin, S.; Lampert, C.: Global Connectivity Potentials for Random Field Models. In: 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp. 818 - 825. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Miami Beach, FL, USA, June 20, 2009 - June 25, 2009. IEEE Service Center, Piscataway, NJ, USA (2009)

Peters, J.; Janzing, D.; Gretton, A.; Schölkopf, B.: Detecting the Direction of Causal Time Series. In: ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning, pp. 801 - 808 (Eds. Danyluk, A.; Bottou, L.; Danyluk, M.). 26th International Conference on Machine Learning, Montreal, Canada, June 14, 2009 - June 18, 2009. ACM Press, New York, NY, USA (2009)

Ray, D.; King-Casas, B.; Montague, P.; Dayan, P.: Bayesian Model of Behaviour in Economic Games. In: Advances in neural information processing systems 21, pp. 1348 - 1355 (Eds. Koller, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008) , Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)

Schweikert, G.; Widmer, C.; Schölkopf, B.; Rätsch, G.: An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis. In: Advances in neural information processing systems 21, pp. 1433 - 1440 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)

Seeger, M.; Nickisch, H.; Pohmann, R.; Schölkopf, B.: Bayesian Experimental Design of Magnetic Resonance Imaging Sequences. In: Advances in neural information processing systems 21, pp. 1441 - 1448 (Eds. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, December 08, 2008 - December 10, 2008. Curran, Red Hook, NY, USA (2009)