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» New Plain-Exponential Time Classes for Graph Homomorphism
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UAI
2001
14 years 11 months ago
Improved learning of Bayesian networks
The search space of Bayesian Network structures is usually defined as Acyclic Directed Graphs (DAGs) and the search is done by local transformations of DAGs. But the space of Baye...
Tomás Kocka, Robert Castelo
UAI
2000
14 years 10 months ago
Tractable Bayesian Learning of Tree Belief Networks
In this paper we present decomposable priors, a family of priors over structure and parameters of tree belief nets for which Bayesian learning with complete observations is tracta...
Marina Meila, Tommi Jaakkola
70
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DCC
2008
IEEE
15 years 9 months ago
Edge local complementation and equivalence of binary linear codes
Abstract. Orbits of graphs under the operation edge local complementation (ELC) are defined. We show that the ELC orbit of a bipartite graph corresponds to the equivalence class of...
Lars Eirik Danielsen, Matthew G. Parker
LATIN
2010
Springer
15 years 4 months ago
Kernelization through Tidying
Abstract. We introduce the NP-hard graph-based data clustering problem s-Plex Cluster Vertex Deletion, where the task is to delete at most k vertices from a graph so that the conne...
René van Bevern, Hannes Moser, Rolf Niederm...
PLDI
2004
ACM
15 years 2 months ago
A generalized algorithm for graph-coloring register allocation
Graph-coloring register allocation is an elegant and extremely popular optimization for modern machines. But as currently formulated, it does not handle two characteristics common...
Michael D. Smith, Norman Ramsey, Glenn H. Holloway