Philipp Geiger

Artificial Intelligence · 2014–2015

A researcher in the Science corpus: 3 papers; trusts 11 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 10 citations into it
• Causal Inference & Discovery — 8 citations into it; #259 of 364 by trust here, #266 by citations
• Economics and Econometrics — 8 citations into it
• Statistics and Probability — 8 citations into it
• Management Science and Operations Research — 5 citations into it

Whom Philipp Geiger trusts overall

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

1. Judea Pearl
2. James M. Robins
3. Helmut Ltkepohl
4. David S. Lee
5. Chen Avin
6. Patrik O. Hoyer
7. Aapo Hyvärinen
8. Sander Greenland
9. Tom L. Burr
10. Ilya Shpitser

Who trusts Philipp Geiger overall

1. Ricardo M. A. Silva
2. Biwei Huang
3. Kun Zhang
4. Robin J. Evans
5. Ruocheng Guo
6. Mingming Gong
7. Clark Glymour

Papers from Philipp Geiger's perspective

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

1. Causation, Prediction, and Search
2. Investigating causal relations by econometric models and cross-spectral methods
3. Identifiability and Exchangeability for Direct and Indirect Effects
4. Identification of Causal effects Using Instrumental Variables
5. Direct and Indirect Effects
6. Causality : Models , Reasoning , and Inference
7. Identifiability of Path-Specific Effects
8. Independent Component Analysis
9. Causality
10. Information Theory: 1948-1998 - Guest Editorial

Their papers

• Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components (2014) — 85 citations
• Discovering Temporal Causal Relations from Subsampled Data (2015) — 97 citations
• Estimating Causal Effects by Bounding Confounding (2014) — 9 citations