Pekka Parviainen

Probabilistic & Bayesian Methods · 2015–2016

A researcher in the Science corpus: 3 papers; trusts 30 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Probabilistic & Bayesian Methods — 16 citations into it
• Artificial Intelligence — 14 citations into it
• Causal Inference & Discovery — 5 citations into it
• Statistics and Probability — 5 citations into it

Whom Pekka Parviainen trusts overall

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

1. Tom L. Burr
2. Christopher Meek
3. J. Gerring
4. Constantin F. Aliferis
5. David Maxwell Chickering
6. Mikko Koivisto
7. Peter M. Bentler
8. Radford M. Neal
9. David E. Heckerman
10. Wray L. Buntine

Who trusts Pekka Parviainen overall

1. Krzysztof Chalupka
2. Xun Zheng
3. Jussi Viinikka
4. Tristan Deleu
5. Frederick Eberhardt
6. Yashas Annadani

Papers from Pekka Parviainen's perspective

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

1. Learning Bayesian networks: The combination of knowledge and statistical data
2. Optimal Structure Identification With Greedy Search
3. Causality : Models , Reasoning , and Inference
4. Bayesian Graphical Models for Discrete Data
5. Probabilistic reasoning in intelligent systems: Networks of plausible inference
6. Causation, Prediction, and Search
7. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
8. Exact Bayesian Structure Discovery in Bayesian Networks (Journal of machine learning research)
9. Theory Refinement on Bayesian Networks
10. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)

Their papers

• Structure Discovery in Bayesian Networks by Sampling Partial Orders (2016) — 55 citations
• Bayesian Networks for Variable Groups (2015) — 10 citations
• Learning structures of Bayesian networks for variable groups (2015) — 41 citations