Why problem of learning tbn structure is considerably easier

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Problem

Consider the problem of learning the structure of a 2-TBN over X = {X1, . . . , Xn}. Assume that we are learning a model with bounded indegree k. Explain, using the argument of asymptotic complexity, why the problem of learning the 2-TBN structure is considerably easier if we assume that there are no intra-time-slice edges in the 2-TBN.

Reference no: EM131855052

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