Concepts2
📚TheoryIntermediate
Markov Chain Theory
A Markov chain is a random process where the next state depends only on the current state, not the full history.
#markov chain#transition matrix#stationary distribution+12
📚TheoryAdvanced
Information-Theoretic Lower Bounds
Information-theoretic lower bounds tell you the best possible performance any learning algorithm can achieve, regardless of cleverness or compute.
#information-theoretic lower bounds#fano inequality#le cam method+12