2016-05-23-data-efficiency-and-machine-learning.md

abstract	author	blog	categories	day	errata	extras	key	layout	month	pdf	ppt	published	section	title	venue	year
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.	family given gscholar institute twitter url Lawrence Neil D. r3SJcvoAAAAJ University of Sheffield lawrennd http://inverseprobability.com	2016-03-04-deep-learning-and-uncertainty.md	Lawrence-entropyday16	23			Lawrence-entropyday16	talk	5	2016-05-23-entropyDay.pdf	2016-05-23-entropyDay.pptx	2016-05-23	pre	Data Efficiency and Machine Learning	Entropy Day, University of Sheffield	2016