Dan Geiger

Proceedings of the Proceedings Twelfth International Conference on Intelligent Systems for Molecular Biology/Third European Conference on Computational Biology 2004, 2004

2003

Automated Analytic Asymptotic Evaluation of the Marginal Likelihood for Latent Models.

[BibT_eX]

[DOI]

Dmitry Rusakov

Proceedings of the UAI '03, 2003

A Distance-Based Branch and Bound Feature Selection Algorithm.

[BibT_eX]

[DOI]

Ari Frank

Zohar Yakhini

Proceedings of the UAI '03, 2003

2002

Factorization of Discrete Probability Distributions.

[BibT_eX]

[DOI]

Bernd Sturmfels

Proceedings of the UAI '02, 2002

Exact genetic linkage computations for general pedigrees.

[BibT_eX]

Maáyan Fishelson

Proceedings of the Tenth International Conference on Intelligent Systems for Molecular Biology, 2002

2001

A sufficiently fast algorithm for finding close to optimal clique trees.

[BibT_eX]

[DOI]

Artif. Intell., 2001

On Parameter Priors for Discrete DAG Models.

[BibT_eX]

[DOI]

Dmitry Rusakov

Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001

2000

Randomized Algorithms for the Loop Cutset Problem.

[BibT_eX]

[DOI]

Reuven Bar-Yehuda

J. Artif. Intell. Res., 2000

Likelihood Computations Using Value Abstraction.

[BibT_eX]

[DOI]

Nir Friedman

Noam Lotner

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

Perfect Tree-like Markovian Distributions.

[BibT_eX]

[DOI]

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

1999

Mass Estimation of DNA Molecules and Extraction of Ordered Restriction Maps in Optical Mapping Imagery.

[BibT_eX]

[DOI]

Laxmi Parida

Algorithmica, 1999

Quantifier Elimination for Statistical Problems.

[BibT_eX]

[DOI]

Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

Parameter Priors for Directed Acyclic Graphical Models and the Characteriration of Several Probability Distributions.

[BibT_eX]

[DOI]

Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

Random Algorithms for the Loop Cutset Problem.

[BibT_eX]

[DOI]

Reuven Bar-Yehuda

Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

Density-Based Indexing for Approximate Nearest-Neighbor Queries.

[BibT_eX]

[DOI]

Kristin P. Bennett

Usama M. Fayyad

Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

On the geometry of DAG models with hidden variables.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999

1998

Probabilistic relevance relations.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 1998

Approximation Algorithms for the Feedback Vertex Set Problem with Applications to Constraint Satisfaction and Bayesian Inference.

[BibT_eX]

[DOI]

SIAM J. Comput., 1998

Graphical Models and Exponential Families.

[BibT_eX]

[DOI]

Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

Asymptotic Model Selection for Directed Networks with Hidden Variables.

[BibT_eX]

[DOI]

Proceedings of the Learning in Graphical Models, 1998

1997

Bayesian Network Classifiers.

[BibT_eX]

[DOI]

Nir Friedman

Moisés Goldszmidt

Mach. Learn., 1997

A Practical Algorithm for Finding Optimal Triangulations.

[BibT_eX]

[DOI]

Kirill Shoikhet

Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996

Knowledge Representation and Inference in Similarity Networks and Bayesian Multinets.

[BibT_eX]

[DOI]

Artif. Intell., 1996

Optimization of Pearl's Method of Conditioning and Greedy-Like Approximation Algorithms for the Vertex Feedback Set Problem.

[BibT_eX]

[DOI]

Artif. Intell., 1996

Asymptotic Model Selection for Directed Networks with Hidden Variables.

[BibT_eX]

[DOI]

Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

A sufficiently fast algorithm for finding close to optimal junction trees.

[BibT_eX]

[DOI]

Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

1995

Word-level recognition of small sets of hand-written words.

[BibT_eX]

[DOI]

Amir Eliaz

Pattern Recognit. Lett., 1995

Learning Bayesian Networks: The Combination of Knowledge and Statistical Data.

[BibT_eX]

[DOI]

David Maxwell Chickering

Mach. Learn., 1995

On Finding a Cycle Basis with a Shortest Maximal Cycle.

[BibT_eX]

[DOI]

David Maxwell Chickering

Inf. Process. Lett., 1995

Learning Bayesian Networks: A Unification for Discrete and Gaussian Domains.

[BibT_eX]

[DOI]

Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995

A Characterization of the Dirichlet Distribution with Application to Learning Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995

1994

On Testing Whether an Embedded Bayesian Network Represents a Probability Model.

[BibT_eX]

[DOI]

Azaria Paz

Proceedings of the UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, 1994

Learning Gaussian Networks.

[BibT_eX]

[DOI]

Proceedings of the UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, 1994

Approximation Algorithms for the Loop Cutset Problem.

[BibT_eX]

[DOI]

Proceedings of the UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, 1994

Approximation Algorithms for the Vertex Feedback Set Problem with Applications to Constraint Satisfaction and Bayesian Inference.

[BibT_eX]

[DOI]

Proceedings of the Fifth Annual ACM-SIAM Symposium on Discrete Algorithms. 23-25 January 1994, 1994

1993

Inference Algorithms for Similarity Networks.

[BibT_eX]

[DOI]

Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993

1992

An Entropy-based Learning Algorithm of Bayesian Conditional Trees.

[BibT_eX]

[DOI]

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

1991

Axioms and Algorithms for Inferences Involving Probabilistic Independence

[BibT_eX]

[DOI]

Azaria Paz

Inf. Comput., March, 1991

Advances in Probabilistic Reasoning.

[BibT_eX]

[DOI]

Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991

Optimal Satisficing Tree Searches.

[BibT_eX]

[DOI]

Jeffrey A. Barnett

Proceedings of the 9th National Conference on Artificial Intelligence, 1991

1990

Identifying independence in bayesian networks.

[BibT_eX]

[DOI]

Thomas Verma

Networks, 1990

Logical and algorithmic properties of independence and their application to Bayesian networks.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 1990

separable and transitive graphoids.

[BibT_eX]

[DOI]

Proceedings of the UAI '90: Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence, 1990

Learning Causal Trees from Dependence Information.

[BibT_eX]

[DOI]

Azaria Paz

Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29, 1990

1989

Conditional independence and its representations.

[BibT_eX]

[DOI]

Thomas Verma

Kybernetika, 1989

d-Separation: From Theorems to Algorithms.

[BibT_eX]

[DOI]

Thomas Verma

Proceedings of the UAI '89: Proceedings of the Fifth Annual Conference on Uncertainty in Artificial Intelligence, 1989

1988

On the logic of causal models.

[BibT_eX]