Matti Järvisalo

Artificial Intelligence · 2013–2018

A researcher in the Science corpus: 6 papers; trusts 46 researchers and is trusted by 11 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 36 citations into it; #30,700 of 35,345 by trust here, #22,463 by citations
• Causal Inference & Discovery — 13 citations into it; #166 of 364 by trust here, #224 by citations
• Computer Networks and Communications — 12 citations into it
• Computational Theory and Mathematics — 11 citations into it
• Probabilistic & Bayesian Methods — 10 citations into it
• Statistics and Probability — 10 citations into it
• Molecular Biology — 5 citations into it

Whom Matti Järvisalo trusts overall

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

1. Tom L. Burr
2. Judea Pearl
3. Niklas Eén
4. David Maxwell Chickering
5. Peter Spirtes
6. Antti Hyttinen
7. Ilya Shpitser
8. Armin Biere
9. Thomas S. Richardson
10. Radford M. Neal

Who trusts Matti Järvisalo overall

1. Sara Magliacane
2. Antti Hyttinen
3. Joris M. Mooij
4. Thijs van Ommen
5. Tom Claassen
6. Kari Rantanen
7. Yuhao Wang

Papers from Matti Järvisalo's perspective

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

1. Causality : Models , Reasoning , and Inference
2. Causation, Prediction, and Search
3. Causation, prediction, and search
4. Optimal Structure Identification With Greedy Search
5. Causal diagrams for empirical research
6. Investigating causal relations by econometric models and cross-spectral methods
7. Chaff: engineering an efficient SAT solver (Proceedings - Design Automation Conference)
8. Causal Inference in the Presence of Latent Variables and Selection Bias
9. Identification of Joint Interventional Distributions in Recursive Semi-Markovian Causal Models
10. On the Complexity of Derivation in Propositional Calculus

Their papers

• Causal Discovery from Subsampled Time Series Data by Constraint Optimization (2016) — 46 citations
• Learning Optimal Causal Graphs with Exact Search (2018) — 10 citations
• Do-calculus when the True Graph Is Unknown (2015) — 66 citations
• Improving the Effectiveness of SAT-Based Preprocessing for MaxSAT (2015) — 16 citations
• Constraint-based Causal Discovery: Conflict Resolution with Answer Set Programming (2014) — 151 citations
• Discovering Cyclic Causal Models with Latent Variables: A General SAT-Based Procedure (2013) — 97 citations