Concepedia

Antti Hyttinen

AH

Statistics

Publications

15

Citations

436

H-Index

12

Active since

2010

Affiliations

University of Helsinki(Current)

Helsinki Institute for Information Technology

California Institute of Technology

Carnegie Mellon University

Mind Research Network

Antti Hyttinen is an author at University of Helsinki specializing in causal inference, public health, and causal discovery.

Publications per year

2010–2021

15

Publications

15

Learning linear cyclic causal models with latent variables

Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer · Journal of Machine Learning Research · 2012 · 94 citations

Public Health, Biostatistics, Biological Systems Modeling +14

Experiment selection for causal discovery

Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer · CaltechAUTHORS (California Institute of Technology) · 2013 · 59 citations · Full text

Public Health, Mathematics, Causal Inference +11

Constraint-based causal discovery: conflict resolution with answer set programming

Antti Hyttinen, Frederick Eberhardt, Matti Järvisalo · 2014 · 59 citations

Computing, Computer Science, Causal Inference +16

Discovering Cyclic Causal Models with Latent Variables: A General SAT-Based Procedure

Antti Hyttinen, Patrik O. Hoyer, Frederick Eberhardt et al. · arXiv (Cornell University) · 2013 · 37 citations · Full text

Computing, Computer Science, Mathematics +17

Do-calculus when the true graph is unknown

Antti Hyttinen, Frederick Eberhardt, Matti Järvisalo · 2015 · 32 citations

Public Health, Computer Science, Mathematics +15

1–5 of 15