Imen Chakroun

Enhancing Machine Learning Optimization Algorithms by Leveraging Memory Caching (Research Poster)

2018

Searching a solution space using Stochastic Gradient Descent (SGD) depends on the examples picked at each iteration of the algorithm. Therefore, best practices suggest randomizing the order of training points to visit after every epoch. …