August 12, 2020

[D] Spectral Norm Regularization for Improving the Generalizability of Deep Learning

Hello! I go over a paper on spectral norm regularization for deep learning which is a promising regularization technique which works by trying to lower the […]
August 13, 2020

[D] How to de-normalize non-image dataset?

Hi, I am new to machine learning, and I am currently working on GANs with a non-image dataset. However, I found that with GANs, the output […]
August 13, 2020

[D] Making neural network performance more easily optimized as a function of its hyperparameters

I have two somewhat related questions: Suppose I have some model where performance is extremely sensitive to small changes in the values of certain hyperparameters. Are […]
August 13, 2020

[D] How can we use Machine Learning to improve Prosthetics?

Millions of people live without an arm or a leg and require prosthetic devices. These are often extremely expensive, far from imitating the capabilities of the […]