It's not feasible to list all the machine learning algorithms that use matrix inverses -- there are just too many. That said however, examples of ML algorithms that use a matrix inverse are linear ...

It also supports inverse design ... a domain where conventional machine learning approaches fail. Unlike many previous methods, the model is trained on real-world data instead of simulations. “It sets ...

It's not feasible to list all the machine learning algorithms that use matrix inverses -- there are just too many. That said however, examples of ML algorithms that use a matrix inverse are linear ...