Machine Learning, NLP, Information Technology, Data, AI.
form a Markov chain, if Y is the only “connection” between X and Z. In other words, given Y, knowing also Z doesn’t give any additional information about X. In that case, the mutual information between X and Z is smaller than both and . An interesting private case of this theorem is to consider .