Question: Recall the energy function and the partition function of a Restricted Boltzmann Machine are defined as and respectively. Suppose the RBM has K binary hidden

Recall the energy function and the partition function of a Restricted Boltzmann Machine are defined as

Recall the energy function and the partition function of a Restricted Boltzmann

and

Machine are defined as and respectively. Suppose the RBM has K binary

respectively. Suppose the RBM has K binary hidden nodes and R binary visible nodes, and K

(a)What is the time complexity for computing the partition function in a naive way?

(b) Ignoring the biases, can we reduce the time complexity of (a)?

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