ADMM - Alternating Direction Method of Multipliers

Convex optimization can be used to formulate many of the latest issues in statistics and machine learning. It is becoming more crucial to be able to tackle issues with a very large number of features, training samples, or both as a result of the increase in size and complexity of modern datasets. Therefore, it is either essential or at the very least extremely desired that these datasets be collected or stored decentralizedly, along with the associated distributed solution techniques. Distribute...