In noise-free systems, the recently proposed distributed linear regression algorithm, named the Iteratively Pre-conditioned Gradient-descent (IPG) method, has been claimed to converge faster than ...

Linear Regression Gradient Descent is an algorithm we use to minimize the cost function value, so as to fit our model to the data set. Gradient Descent finds the minima of cost function ...

AlphaGrad is the first method to automatically adjust multi-loss functions with differing metric scales ... systems. We also provide gradient trajectory visualizations highlighting AlphaGrad's ability ...