Gradient descent is an iterative optimization algorithm used to minimize a function by moving in the direction of steepest descent (the negative of the gradient). It's commonly used in machine ...

Gradient Descent Viz is a desktop app that visualizes some popular gradient descent methods in machine learning, including (vanilla) gradient descent, momentum, AdaGrad, RMSProp and Adam. My hope is ...

Abstract: While side-channel attacks (SCAs) have become a significant threat to cryptographic algorithms, masking is considered as an effective countermeasure against SCAs. On the one hand, securely ...