GitHub

Stochastic Gradient Descent with Minibatch Line Search (in R).R

rm(list=ls()) #Cleans workspace. #Read in code. wdbc = read.csv('/Users/jennstarling/UTAustin/2016_Fall_SDS 385_Big_Data/Course Data/wdbc.csv', header=FALSE) y = wdbc ...
IEEE

Accelerating Minibatch Stochastic Gradient Descent Using Typicality Sampling

Abstract: Machine learning, especially deep neural networks, has developed rapidly in fields, including computer vision, speech recognition, and reinforcement learning. Although minibatch stochastic ...
IEEE

Accelerating Minibatch Stochastic Gradient Descent Using Typicality Sampling

Abstract: Machine learning, especially deep neural networks, has developed rapidly in fields, including computer vision, speech recognition, and reinforcement learning. Although minibatch stochastic ...
GitHub

Batch, Mini-Batch, Stochastic Gradient Descent Implementation from Scratch - Neural Network

Welcome to the Batch, Mini-Batch, and Stochastic Gradient Descent implementation repository for Neural Networks. This repository contains code from scratch for three different optimization methods: ...