Kari Rantanen

According to our database, Kari Rantanen authored at least 7 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Optimization Algorithms for Learning Graphical Model Structures.

Kari Rantanen

PhD thesis, 2021

Maximal ancestral graph structure learning via exact search.

Kari Rantanen, Antti Hyttinen, Matti Järvisalo

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

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

Learning Optimal Cyclic Causal Graphs from Interventional Data.

Kari Rantanen, Antti Hyttinen, Matti Järvisalo

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

Learning Chordal Markov Networks via Stochastic Local Search.

Kari Rantanen, Antti Hyttinen, Matti Järvisalo

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2018

Learning Optimal Causal Graphs with Exact Search.

Kari Rantanen, Antti Hyttinen, Matti Järvisalo

Proceedings of the International Conference on Probabilistic Graphical Models, 2018

2017

Learning Chordal Markov Networks via Branch and Bound.

Kari Rantanen, Antti Hyttinen, Matti Järvisalo

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017