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papers

Publications (5)

Approximate Inference for Time-varying Interactions and Macroscopic Dynamics of Neural Populations

Christian Donner, Klaus Obermayer, Hideaki Shimazaki

Inverse Ising problem in continuous time: A latent variable approach

Christian Donner, Manfred Opper

Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation

ThÃ©o Galy-Fajou, Florian Wenzel, Christian Donner +1

Efficient Bayesian Inference for a Gaussian Process Density Model

Christian Donner, Manfred Opper

Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes

Christian Donner, Manfred Opper