Jussi Viinikka

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 5

Top Topics

Structure Learning

Directed Acyclic Graph

Conditional Independence

Top Venues

Publications

Jussi Viinikka, Mikko Koivisto
Layering-MCMC for Structure Learning in Bayesian Networks. UAI (2020)
Jussi Viinikka, Antti Hyttinen, Johan Pensar, Mikko Koivisto
Towards Scalable Bayesian Learning of Causal DAGs. NeurIPS (2020)
Jussi Viinikka, Antti Hyttinen, Johan Pensar, Mikko Koivisto
Towards Scalable Bayesian Learning of Causal DAGs. CoRR (2020)
Ralf Eggeling, Jussi Viinikka, Aleksis Vuoksenmaa, Mikko Koivisto
On Structure Priors for Learning Bayesian Networks. AISTATS (2019)
Jussi Viinikka, Ralf Eggeling, Mikko Koivisto
Intersection-Validation: A Method for Evaluating Structure Learning without Ground Truth. AISTATS (2018)