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Joint observability and sampling complexity are established, extending Shannon's sampling theorem and our recent results on sampling complexity to joint estimation problems.
Joint observability and sampling complexity are established.
Solving the volume rendering integral by considering multimodal illumination increases the sampling complexity.
It discusses the special challenges associated with surveillance for aquatic animal diseases (e.g. accessibility of animals for inspection and sampling, complexity of rearing systems) and provides an overview of current developments relevant for the design of RBS for fish diseases.
Again we can interpret this formalism in terms of sampling complexity.
The model of bounded rational decision-making also lends itself to an interpretation in terms of sampling complexity.
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Chromosome sorting by flow cytometry can reduce sample complexity and simplify the sequencing of complex genomes by dividing these genomes into smaller parts.
However, sample complexity of these methods remains very high.
Sarah Dean, Horia Mania, Nikolai Matni, Benjamin Recht, and Stephen Tu. "On the Sample Complexity of the Linear Quadratic Regulator". arXiv 1710.01688.
The percentage of pools in which at least one false positive was identified increased with increasing sample complexity (Fig. 2).
There is also benefit in sample complexity to adding hidden layers, but this is a smaller effect.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com