Dondelinger, Frank

5 publications

JMLR 2023 Regularized Joint Mixture Models Konstantinos Perrakis, Thomas Lartigue, Frank Dondelinger, Sach Mukherjee

MLJ 2013 Non-Homogeneous Dynamic Bayesian Networks with Bayesian Regularization for Inferring Gene Regulatory Networks with Gradually Time-Varying Structure Frank Dondelinger, Sophie Lèbre, Dirk Husmeier

AISTATS 2013 ODE Parameter Inference Using Adaptive Gradient Matching with Gaussian Processes Frank Dondelinger, Dirk Husmeier, Simon Rogers, Maurizio Filippone

ICML 2010 Heterogeneous Continuous Dynamic Bayesian Networks with Flexible Structure and Inter-Time Segment Information Sharing Frank Dondelinger, Sophie Lèbre, Dirk Husmeier

NeurIPS 2010 Inter-Time Segment Information Sharing for Non-Homogeneous Dynamic Bayesian Networks Dirk Husmeier, Frank Dondelinger, Sophie Lebre