Perceiving Systems Conference Paper Deterministic Annealing for Multiple-Instance Learning Gehler, P., Chapelle, O. In Artificial Intelligence and Statistics (AIStats), 2007 pdf BibTeX

Perceiving Systems Empirical Inference Conference Paper How to choose the covariance for Gaussian process regression independently of the basis Franz, M., Gehler, P. In Proceedings of the Workshop Gaussian Processes in Practice, Workshop Gaussian Processes in Practice (GPIP 2006), 2006 pdf BibTeX

Perceiving Systems Empirical Inference Technical Report Implicit Wiener Series, Part II: Regularised estimation Gehler, P., Franz, M. (148), Max Planck Institute, 2006 pdf BibTeX

Perceiving Systems Book Chapter Products of “Edge-perts” Gehler, P., Welling, M. In Advances in Neural Information Processing Systems 18, 419-426, (Editors: Weiss, Y. and Sch"olkopf, B. and Platt, J.), MIT Press, Cambridge, MA, 2006 pdf BibTeX

Perceiving Systems Empirical Inference Conference Paper The rate adapting poisson model for information retrieval and object recognition Gehler, P. V., Holub, A. D., Welling, M. In Proceedings of the 23rd international conference on Machine learning, 337-344, ICML ’06, ACM, New York, NY, USA, 2006 project page pdf DOI BibTeX