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Incremental computation of a conditional entropy

Is it possible to compute a conditional entropy (see the two following formulas) in an incremental manner ? … That is, the sets C and K are not fix: each time we have a new element c, set K may increase or not; and I want to update the current conditional entropy value each time we have a new element c. …
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