Steffen L. Lauritzen

According to our database, Steffen L. Lauritzen authored at least 18 papers between 1990 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Harmonic analysis of symmetric random graphs.

Steffen L. Lauritzen

Kybernetika, 2020

2015

Computational aspects of DNA mixture analysis - Exact inference using auxiliary variables in a Bayesian network.

Therese Graversen, Steffen L. Lauritzen

Stat. Comput., 2015

2012

Discussion: Latent variable graphical model selection via convex optimization

Steffen L. Lauritzen, Nicolai Meinshausen

CoRR, 2012

2009

09401 Abstracts Collection - Machine learning approaches to statistical dependences and causality.

Dominik Janzing, Steffen L. Lauritzen, Bernhard Schölkopf

Proceedings of the Machine learning approaches to statistical dependences and causality, 27.09., 2009

2007

Probabilistic Networks and Expert Systems - Exact Computational Methods for Bayesian Networks.

Robert G. Cowell, A. Philip Dawid, Steffen L. Lauritzen, David J. Spiegelhalter

Information Science and Statistics, Springer, ISBN: 978-0-387-71823-1, 2007

2006

MAIES: A Tool for DNA Mixture Analysis.

Robert G. Cowell, Steffen L. Lauritzen, Julia Mortera

Proceedings of the UAI '06, 2006

2005

Restricted concentration models - graphical Gaussian models with concentration parameters restricted to being equal.

Søren Højsgaard, Steffen L. Lauritzen

Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

2003

3D visual data mining - goals and experiences.

Michael H. Böhlen, Linas Bukauskas, Poul Svante Eriksen, Steffen L. Lauritzen, Arturas Mazeika, Peter Musaeus, Peer Mylov

Comput. Stat. Data Anal., 2003

2002

Thiele - Pioneer in Statistics.

Steffen L. Lauritzen

Clarendon, ISBN: 978-0-19-850972-1, 2002

2001

Stable local computation with conditional Gaussian distributions.

Steffen L. Lauritzen, Frank Jensen

Stat. Comput., 2001

Representing and Solving Decision Problems with Limited Information.

Steffen L. Lauritzen, Dennis Nilsson

Manag. Sci., 2001

2000

Evaluating Influence Diagrams using LIMIDs.

Dennis Nilsson, Steffen L. Lauritzen

Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000

1997

Local Computation with Valuations from a Commutative Semigroup.

Steffen L. Lauritzen, Finn Verner Jensen

Ann. Math. Artif. Intell., 1997

1994

Hybrid Propagation in Junction Trees.

A. Philip Dawid, Uffe Kjærulff, Steffen L. Lauritzen

Proceedings of the Advances in Intelligent Computing, 1994

1992

aHUGIN: A System Creating Adaptive Causal Probabilistic Networks.

Kristian G. Olesen, Steffen L. Lauritzen, Finn Verner Jensen

Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

1990

Sequential updating of conditional probabilities on directed graphical structures.

David J. Spiegelhalter, Steffen L. Lauritzen

Networks, 1990

Independence properties of directed markov fields.

Steffen L. Lauritzen, A. Philip Dawid, B. N. Larsen, Hanns-Georg Leimer

Networks, 1990

Techniques for Bayesian analysis in expert systems.

David J. Spiegelhalter, Steffen L. Lauritzen

Ann. Math. Artif. Intell., 1990