For example, Karray explained, there was a case in the U.S. in 2012 involving Target that sparked privacy concerns after the retailer used an algorithm to predict that a teenager was pregnant and sent ...

There are two main reasons for the slow convergence of the COBYLA algorithm: Only linear approximations of the objective and constraint functions are used locally. Maintaining the regular-shaped ...

There are three search algorithms for sweeping hyperparameters: Bayesian optimization, grid search, and random search. Bayesian optimization tends to be the most efficient.