Steffen L. Lauritzen

Publication Activity (10 Years)

Years Active: 1990-2020
Publications (10 Years): 1

Top Topics

Inference In Bayesian Networks

Auxiliary Variables

Exact Inference

Top Venues

Publications

Steffen L. Lauritzen
Harmonic analysis of symmetric random graphs. Kybernetika 56 (6) (2020)
Therese Graversen, Steffen L. Lauritzen
Computational aspects of DNA mixture analysis - Exact inference using auxiliary variables in a Bayesian network. Stat. Comput. 25 (3) (2015)
Dennis Nilsson, Steffen L. Lauritzen
Evaluating Influence Diagrams using LIMIDs CoRR (2013)
Kristian G. Olesen, Steffen L. Lauritzen, Finn Verner Jensen
aHUGIN: A System Creating Adaptive Causal Probabilistic Networks CoRR (2013)
Robert G. Cowell, Steffen L. Lauritzen, Julia Mortera
MAIES: A Tool for DNA Mixture Analysis. CoRR (2012)
Steffen L. Lauritzen, Nicolai Meinshausen
Discussion: Latent variable graphical model selection via convex optimization CoRR (2012)
Dominik Janzing, Steffen L. Lauritzen, Bernhard Schölkopf
09401 Abstracts Collection - Machine learning approaches to statistical dependences and causality. Machine learning approaches to statistical dependences and causality (2009)
Robert G. Cowell, Steffen L. Lauritzen, Julia Mortera
MAIES: A Tool for DNA Mixture Analysis. UAI (2006)
Søren Højsgaard, Steffen L. Lauritzen
Restricted concentration models - graphical Gaussian models with concentration parameters restricted to being equal. AISTATS (2005)
Michael H. Böhlen, Linas Bukauskas, Poul Svante Eriksen, Steffen L. Lauritzen, Arturas Mazeika, Peter Musaeus, Peer Mylov
3D visual data mining - goals and experiences. Comput. Stat. Data Anal. 43 (4) (2003)
Steffen L. Lauritzen, Dennis Nilsson
Representing and Solving Decision Problems with Limited Information. Manag. Sci. 47 (9) (2001)
Steffen L. Lauritzen, Frank Jensen
Stable local computation with conditional Gaussian distributions. Stat. Comput. 11 (2) (2001)
Dennis Nilsson, Steffen L. Lauritzen
Evaluating Influence Diagrams using LIMIDs. UAI (2000)
Steffen L. Lauritzen, Finn Verner Jensen
Local Computation with Valuations from a Commutative Semigroup. Ann. Math. Artif. Intell. 21 (1) (1997)
A. Philip Dawid, Uffe Kjærulff, Steffen L. Lauritzen
Hybrid Propagation in Junction Trees. IPMU (1994)
Kristian G. Olesen, Steffen L. Lauritzen, Finn Verner Jensen
aHUGIN: A System Creating Adaptive Causal Probabilistic Networks. UAI (1992)
David J. Spiegelhalter, Steffen L. Lauritzen
Sequential updating of conditional probabilities on directed graphical structures. Networks 20 (5) (1990)
Steffen L. Lauritzen, A. Philip Dawid, B. N. Larsen, Hanns-Georg Leimer
Independence properties of directed markov fields. Networks 20 (5) (1990)
David J. Spiegelhalter, Steffen L. Lauritzen
Techniques for Bayesian analysis in expert systems. Ann. Math. Artif. Intell. 2 (1990)