Contribute to chriswi93/Expectation-Maximization-An-explanation-of-statistical-inference-using-the-example-of-GMMs development by creating an account on GitHub. Skip to content Navigation Menu ...

Missing values can occur, for example, in medical diagnosis ... omission of gene-to-cluster assignments in the probabilistic model. The expectation maximization algorithm enables parameter ...

The algorithm can be viewed as an extension of the standard expectation maximization algorithm for fitting a mixture model to the data, which iterates between two steps - a sample re-assignment step ...

Abstract: This paper presents a new multiple criteria optimization model of an assignment problem with imprecise coefficients. Besides, minimizing the total cost, total time of finishing jobs, and ...

We propose the Empirical Welfare Maximization (EWM) method, which estimates a treatment assignment policy by maximizing the sample analog of average social welfare over a class of candidate treatment ...