Jussi Viinikka

Artificial Intelligence · 2019–2020

A researcher in the Science corpus: 2 papers; trusts 13 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 19 citations into it
• Probabilistic & Bayesian Methods — 14 citations into it
• Statistics and Probability — 8 citations into it

Whom Jussi Viinikka trusts overall

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

1. Jack Kuipers
2. David Maxwell Chickering
3. Dan Geiger
4. Nir Friedman
5. David E. Heckerman
6. James Cussens
7. Giusi Moffa
8. David Madigan
9. Daphne Koller
10. Marco Scutari

Who trusts Jussi Viinikka overall

1. Chris Cundy
2. Tristan Deleu
3. Aditya Grover
4. Ant'onio G'ois

Papers from Jussi Viinikka's perspective

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

1. Optimal Structure Identification With Greedy Search
2. Bayesian Graphical Models for Discrete Data
3. Learning Bayesian networks: The combination of knowledge and statistical data
4. Theory Refinement on Bayesian Networks
5. Exact Bayesian Structure Discovery in Bayesian Networks (Journal of machine learning research)
6. A Simple Approach for Finding the Globally Optimal Bayesian Network Structure (Conference on Uncertainty in Artificial Intelligence)
7. The max-min hill-climbing Bayesian network structure learning algorithm
8. Learning Gaussian Networks
9. Estimating the Dimension of a Model
10. Bayesian network learning with cutting planes

Their papers

• Towards Scalable Bayesian Learning of Causal DAGs (2020) — 46 citations
• On Structure Priors for Learning Bayesian Networks (2019) — 29 citations