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The standard reference on the expectation maximization algorithm and its convergence is Dempster et al 4. Mathematical foundations How does the expectation maximization algorithm work?
What is an algorithm? Algorithms are one of the four cornerstones of Computer Science. An algorithm is a plan, a set of step-by-step instructions to solve a problem.
What does it mean for an algorithm to be “fair”? Amsterdam’s struggles with its welfare fraud algorithm show us the stakes of deploying AI in situations that directly affect human lives.
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