Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth. - Jussi Viinikka; Ralf Eggeling; Mikko Koivisto (AISTATS, 2018)

On Structure Priors for Learning Bayesian Networks. - Ralf Eggeling; Jussi Viinikka; Aleksis Vuoksenmaa; Mikko Koivisto (AISTATS, 2019)

Towards Scalable Bayesian Learning of Causal DAGs. - Jussi Viinikka; Antti Hyttinen; Johan Pensar; Mikko Koivisto (NeurIPS, 2020)

Layering-MCMC for Structure Learning in Bayesian Networks. - Jussi Viinikka; Mikko Koivisto (UAI, 2020)