Learning Chordal Markov Networks via Branch and Bound. - Kari Rantanen; Antti Hyttinen; Matti Järvisalo (NIPS, 2017)

Learning Optimal Causal Graphs with Exact Search. - Kari Rantanen; Antti Hyttinen; Matti Järvisalo (PGM, 2018)

Learning Chordal Markov Networks via Stochastic Local Search. - Kari Rantanen; Antti Hyttinen; Matti Järvisalo (ECAI, 2020)

Learning Optimal Cyclic Causal Graphs from Interventional Data. - Kari Rantanen; Antti Hyttinen; Matti Järvisalo (PGM, 2020)

Discovering causal graphs with cycles and latent confounders: An exact branch-and-bound approach. - Kari Rantanen; Antti Hyttinen; Matti Järvisalo (Int. J. Approx. Reason., 2020)

Maximal ancestral graph structure learning via exact search. - Kari Rantanen; Antti Hyttinen; Matti Järvisalo (UAI, 2021)

Optimization Algorithms for Learning Graphical Model Structures. - Kari Rantanen (2021)