Polina Suter
Artificial Intelligence · 2018
A researcher in the Science corpus: 1 paper; trusts 22 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 16 citations into it
- Probabilistic & Bayesian Methods — 12 citations into it
- Statistics and Probability — 9 citations into it
Whom Polina Suter trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Nir Friedman
- David Maxwell Chickering
- Jack Kuipers
- Tom L. Burr
- Marco Scutari
- James Cussens
- David E. Heckerman
- Markus Kalisch
- David Madigan
- Marloes H. Maathuis
Who trusts Polina Suter overall
Papers from Polina Suter's perspective
Ordered by how strongly the researchers Polina Suter trusts endorse each paper. Same corpus, a different order for every researcher.
- Learning Equivalence Classes of Bayesian Network Structures
- Equivalence and Synthesis of Causal Models
- Optimal Structure Identification With Greedy Search
- Causation, Prediction, and Search
- Bayesian Graphical Models for Discrete Data
- The max-min hill-climbing Bayesian network structure learning algorithm
- A characterization of Markov equivalence classes for acyclic digraphs
- Theory Refinement on Bayesian Networks
- Learning Bayesian Network Structure from Massive Datasets: The "Sparse Candidate" Algorithm
- Exact Bayesian Structure Discovery in Bayesian Networks (Journal of machine learning research)
Their papers
- Efficient Sampling and Structure Learning of Bayesian Networks (2018) — 86 citations