Antti J. Kerminen

Statistics and Probability · 2006–2008

A researcher in the Science corpus: 2 papers; trusts 10 researchers and is trusted by 46 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 10 citations into it
• Artificial Intelligence — 6 citations into it
• Signal Processing — 6 citations into it; #3,423 of 7,572 by trust here, #3,198 by citations
• Causal Inference & Discovery — 5 citations into it; #47 of 364 by trust here, #43 by citations
• Probabilistic & Bayesian Methods — 5 citations into it

Whom Antti J. Kerminen trusts overall

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

1. Aapo Hyvärinen
2. Peter Spirtes
3. J. Gerring
4. Peter M. Bentler
5. Tom L. Burr
6. Patrik O. Hoyer
7. Clark Glymour
8. Shohei Shimizu

Who trusts Antti J. Kerminen overall

1. Kun Zhang
2. Jan Peters
3. Dominik Janzing
4. Bernhard Schölkopf
5. Aapo Hyvärinen
6. Joris M. Mooij
7. Peter Spirtes
8. Peter Buhlmann
9. David Lopez-Paz
10. Patrik O. Hoyer

Papers from Antti J. Kerminen's perspective

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

1. Causality : Models , Reasoning , and Inference
2. Independent Component Analysis
3. Causation, prediction, and search
4. Causation
5. Investigating causal relations by econometric models and cross-spectral methods
6. Learning the Structure of Linear Latent Variable Models
7. A Linear Non-Gaussian Acyclic Model for Causal Discovery
8. Identifiability, separability, and uniqueness of linear ICA models
9. Using labeled data to evaluate change detectors in a multivariate streaming environment
10. Causation, Prediction, and Search

Their papers

• Estimation of causal effects using linear non-Gaussian causal models with hidden variables (2008) — 243 citations
• A Linear Non-Gaussian Acyclic Model for Causal Discovery (2006) — 2,034 citations