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- W2405498940 abstract "In this expository article, we discuss a complementary notion of information distance for partial matches. Information Distance Dmax(x, y) = max{K(x|y),K(y|x)} measures the distance between two objects by the minimum number of bits that are needed to convert them to each other. However, in many applications, often some objects contain too much irrelevant information which overwhelms the relevant information we are interested in. Information distance based on partial information also should not satisfy the triangle inequality. To deal with such problems, we have introduced an information distance for partial matching. It turns out the new notion is precisely Dmin(x, y) = min{K(x|y),K(y|x)}, complementary to the Dmax distance. I will give some recent applications of the Dmin distance." @default.
- W2405498940 created "2016-06-24" @default.
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- W2405498940 date "2011-01-01" @default.
- W2405498940 modified "2023-09-23" @default.
- W2405498940 title "Partial Match Distance - In Memoriam Ray Solomonoff 1926-2009." @default.
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