Continuous Time Bayesian Networks with Clocks. - Nicolai Engelmann; Dominik Linzner; Heinz Koeppl (ICML, 2020)

Forward-Backward Latent State Inference for Hidden Continuous-Time semi-Markov Chains. - Nicolai Engelmann; Heinz Koeppl (NeurIPS, 2022)

Mutual Information of a class of Poisson-type Channels using Markov Renewal Theory. - Maximilian Gehri; Nicolai Engelmann; Heinz Koeppl (ISIT, 2024)