edit
at Entropy Day, University of Sheffield on May 23, 2016
[pdf]
Data Efficiency and Machine Learning
×
Links
Abstract
Entropy is a key component of information and probability, and may provide the key to data efficient learning. While we’ve seen great success with the AlphaGo computer program and strides forward in image and speech recognition our current machine learning systems are incredibly data inefficient. Better understanding of entropy with in these systems may provide the key to data efficient learning.