Beyond the Mean-Field: Structured Deep Gaussian Processes Improve the Predictive Uncertainties. - Jakob Lindinger; David Reeb; Christoph Lippert; Barbara Rakitsch (NeurIPS, 2020)

Traversing Time with Multi-Resolution Gaussian Process State-Space Models. - Krista Longi; Jakob Lindinger; Olaf Dünnbier; Melih Kandemir; Arto Klami; Barbara Rakitsch (L4DC, 2022)

Laplace approximated Gaussian process state-space models. - Jakob Lindinger; Barbara Rakitsch; Christoph Lippert (UAI, 2022)

Variational inference for composite Gaussian process models (Variationelle Inferenz für zusammengesetzte Gauß-Prozess Modelle) - Jakob Lindinger (2023)