Publications of M Kuss
All genres
Journal Article (2)
1.
Journal Article
6, pp. 1679 - 1704 (2005)
Assessing Approximate Inference for Binary Gaussian Process Classification. The Journal of Machine Learning Research 2.
Journal Article
5 (5), 8, pp. 478 - 492 (2005)
Bayesian inference for psychometric functions. Journal of Vision Conference Paper (3)
3.
Conference Paper
Schölkopf, B.; Platt, J.). Nineteenth Annual Conference on Neural Information Processing Systems (NIPS 2005), Whistler, BC, Canada, December 05, 2005 - December 08, 2005. MIT Press, Cambridge, MA, USA (2006)
Assessing Approximations for Gaussian Process Classification. In: Advances in Neural Information Processing Systems 18: Proceedings of the 2005 Conference, pp. 699 - 706 (Eds. Weiss, Y.; 4.
Conference Paper
Schölkopf, B.). Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), Vancouver, BC, Canada, December 08, 2003 - December 13, 2003. MIT Press, Cambridge, MA, USA (2004)
Prediction on Spike Data Using Kernel Algorithms. In: Advances in Neural Information Processing Systems 16: Proceedings of the 2003 Conference, pp. 1367 - 1374 (Eds. Thrun, S.; Saul, L.; 5.
Conference Paper
Schölkopf, B.). Seventeenth Annual Conference on Neural Information Processing Systems (NIPS 2003), Vancouver, BC, Canada, December 08, 2003 - December 13, 2003. MIT Press, Cambridge, MA, USA (2004)
Gaussian Processes in Reinforcement Learning. In: Advances in Neural Information Processing Systems 16: Proceedings of the 2003 Conference, pp. 751 - 759 (Eds. Thrun, S.; Saul, L.; Poster (2)
6.
Poster
Nonstationary Gaussian Process Regression using a Latent Extension of the Input Space. Eighth World Meeting of the International Society for Bayesian Analysis (ISBA 2006), Benidorm, Spain (2006)
7.
Poster
Bayesian Inference for Psychometric Functions. 8th Tübinger Wahrnehmungskonferenz (TWK 2005), Tübingen, Germany (2005)
Thesis - PhD (1)
8.
Thesis - PhD
Gaussian Process Models for Robust Regression, Classification, and Reinforcement Learning. Dissertation, 205 pp., echnische Universität Darmstadt, Darmstadt, Germany (2006)
Thesis - Diploma (1)
9.
Thesis - Diploma
Nonlinear Multivariate Analysis with Geodesic Kernels. Diploma, Technische Universität Berlin, Berlin, Germany (2002)
Report (3)
10.
Report
136). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2005), 27 pp.
Approximate Inference for Robust Gaussian Process Regression (Technical Report of the Max Planck Institute for Biological Cybernetics, 11.
Report
135). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2005), 30 pp.
Approximate Bayesian Inference for Psychometric Functions using MCMC Sampling (Technical Report of the Max Planck Institute for Biological Cybernetics, 12.
Report
108). Max Planck Institute for Biological Cybernetics, Tübingen, Germany (2003), 11 pp.
The Geometry Of Kernel Canonical Correlation Analysis (Technical Report of the Max Planck Institute for Biological Cybernetics,