Aleksis Vuoksenmaa

Artificial Intelligence · 2019

A researcher in the Science corpus: 1 paper; trusts 5 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 5 citations into it

Whom Aleksis Vuoksenmaa trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Jorma Rissanen
2. Wray L. Buntine
3. Marco Scutari
4. James Cussens
5. Tomi Silander

Papers from Aleksis Vuoksenmaa's perspective

Ordered by how strongly the researchers Aleksis Vuoksenmaa trusts endorse each paper. Same corpus, a different order for every researcher.

1. Exact Bayesian Structure Discovery in Bayesian Networks (Journal of machine learning research)
2. Learning Bayesian networks: The combination of knowledge and statistical data
3. Modeling By Shortest Data Description*
4. The max-min hill-climbing Bayesian network structure learning algorithm
5. Estimating the Dimension of a Model
6. A Simple Approach for Finding the Globally Optimal Bayesian Network Structure (Conference on Uncertainty in Artificial Intelligence)
7. Theory Refinement on Bayesian Networks
8. Probabilistic Graphical Models: Principles and Techniques - Adaptive Computation and Machine Learning
9. The Minimum Description Length Principle in Coding and Modeling
10. Bayesian network learning with cutting planes

Their papers

• On Structure Priors for Learning Bayesian Networks (2019) — 29 citations