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All publications by Kristian Kersting
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Mind the Nuisance: Gaussian Process Classification using Privileged Noise
Daniel Hernández-lobato, Viktoriia Sharmanska, Kristian Kersting, Christoph H. Lampert and Novi Quadrianto
Advances in Neural Information Processing Systems 27, 2014


Symbolic Dynamic Programming for Continuous State and Observation POMDPs
Zahra Zamani, Scott Sanner, Pascal Poupart and Kristian Kersting
Advances in Neural Information Processing Systems 25, 2012


Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data
Martin Schiegg, Marion Neumann and Kristian Kersting
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Lifted Linear Programming
Martin Mladenov, Babak Ahmadi and Kristian Kersting
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Non-parametric policy gradients: a unified treatment of propositional and relational domains
Kristian Kersting and Kurt Driessens
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Most likely heteroscedastic Gaussian process regression
Kristian Kersting, Christian Plagemann, Patrick Pfaff and Wolfram Burgard
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Integrating Na\"{\i}ve Bayes and FOIL
Niels Landwehr, Kristian Kersting and Luc D. Raedt
Journal of Machine Learning Research, 2007


Bellman goes relational
Kristian Kersting, Martijn V. Otterlo and Luc D. Raedt
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004