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COLT
2008
Springer
13 years 10 months ago
2008
Springer
We define a model of learning probabilistic acyclic circuits using value injection queries, in which an arbitrary subset of wires is set to fixed values, and the value on the sing...
COLT
2008
Springer
13 years 10 months ago
2008
Springer
A Hilbert space embedding for probability measures has recently been proposed, with applications including dimensionality reduction, homogeneity testing and independence testing. ...
COLT
2008
Springer
13 years 10 months ago
2008
Springer
In this paper, we investigate stability-based methods for cluster model selection, in particular to select the number K of clusters. The scenario under consideration is that clust...
COLT
2008
Springer
13 years 10 months ago
2008
Springer
A kernel over the Boolean domain is said to be reflection-invariant, if its value does not change when we flip the same bit in both arguments. (Many popular kernels have this prop...
TVLSI
2008
13 years 8 months ago
2008
Lifetime concerns for complex systems-on-a-chip (SoC) designs due to decreasing levels in reliability motivate the development of solutions to ensure reliable operation. A precurso...