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All publications by Dirk Husmeier
authors venues years



Controversy in mechanistic modelling with Gaussian processes
Benn Macdonald, Catherine Higham and Dirk Husmeier
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters
Marco Grzegorczyk and Dirk Husmeier
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Heterogeneous Continuous Dynamic Bayesian Networks with Flexible Structure and Inter-Time Segment Information Sharing
Frank Dondelinger, Dirk Husmeier and Sophie Lebre
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Inter-time segment information sharing for non-homogeneous dynamic Bayesian networks
Dirk Husmeier, Frank Dondelinger and Sophie Lebre
Advances in Neural Information Processing Systems 23, 2010


Non-stationary continuous dynamic Bayesian networks
Marco Grzegorczyk and Dirk Husmeier
Advances in Neural Information Processing Systems 22, 2009