A probabilistic theory of deep learning

AB Patel, T Nguyen, RG Baraniuk - arXiv preprint arXiv:1504.00641, 2015 - arxiv.org
A grand challenge in machine learning is the development of computational algorithms that
match or outperform humans in perceptual inference tasks that are complicated by nuisance …
被引用次数：98 相关文章
[PDF] datascienceassn.org

[PDF][PDF] A Probabilistic Theory of Deep Learning

AB Patel, T Nguyen, RG Baraniuk - stat, 2015 - datascienceassn.org
Humans are expert at a wide array of complicated sensory inference tasks, from recognizing
objects in an image to understanding phonemes in a speech signal, despite significant …

A Probabilistic Theory of Deep Learning

AB Patel, T Nguyen, RG Baraniuk - arXiv e-prints, 2015 - ui.adsabs.harvard.edu
A grand challenge in machine learning is the development of computational algorithms that
match or outperform humans in perceptual inference tasks that are complicated by nuisance …