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Understanding and Estimating Domain Complexity Across Domains
Artificial Intelligence (AI) systems, trained in controlled environments, often struggle in real-world complexities.
Toward Defining a Domain Complexity Measure Across Domains
The extrinsic domain complexity is agent- and task-dependent.
Encoding of data sets and algorithms
This involves creating a grid on the hypothetical spaces of data sets and algorithms so as to identify a finite set of probability distributions from which the data sets are sampled and a finite set of algorithms.
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