Tractable Querying and Learning in Hybrid Domains via Sum-Product Networks. - Andreas C. Bueff; Stefanie Speichert; Vaishak Belle (CoRR, 2018)

Learning Probabilistic Logic Programs in Continuous Domains. - Stefanie Speichert; Vaishak Belle (CoRR, 2018)

Learning Probabilistic Logic Programs over Continuous Data. - Stefanie Speichert; Vaishak Belle (ILP, 2019)

Encoding Health Records into Pathway Representations for Deep Learning. - Marco Luca Sbodio; Natasha Mulligan; Stefanie Speichert; Vanessa López; Joao H. Bettencourt-Silva (EFMI-STC, 2021)

What data do we need for training an AV motion planner? - Long Chen; Lukas Platinsky; Stefanie Speichert; Blazej Osinski; Oliver Scheel; Yawei Ye; Hugo Grimmett; Luca Del Pero; Peter Ondruska (ICRA, 2021)

Probabilistic Tractable Models in Mixed Discrete-Continuous Domains. - Andreas C. Bueff; Stefanie Speichert; Vaishak Belle (Data Intell., 2021)