Theories of Deep Learning (STATS 385) by stats385


32 bookmarks. First posted by zub november 2017.


Theories of Deep Learning (STATS 385) - Added November 11, 2017 at 06:03PM
deep-learning  machine-learning  mooc 
may 2018 by xenocid
Nice reference for deep learning. Seems to have clear and concise cheat sheets.
DL  course 
november 2017 by gideonite
The spectacular recent successes of deep learning are purely empirical. Nevertheless intellectuals always try to explain important developments theoretically. via Pocket
Pocket 
november 2017 by LaptopHeaven
Stanford University, Fall 2017 The spectacular recent successes of deep learning are purely empirical. Nevertheless intellectuals always try to explain…
from instapaper
november 2017 by matttrent
Stats 385 course website
november 2017 by phutwo
Stanford lecture course STATS 385
learning  artificialintelligence  tutorial 
november 2017 by MrStimpson
The spectacular recent successes of deep learning are purely empirical. Nevertheless intellectuals always try to explain important developments theoretically. In this literature course we will review recent work of Bruna and Mallat, Mhaskar and Poggio, Papyan and Elad, Bolcskei and co-authors, Baraniuk and co-authors, and others, seeking to build theoretical frameworks deriving deep networks as consequences. After initial background lectures, we will have some of the authors presenting lectures on specific papers. This course meets once weekly.
stanford  deep_learning  course 
november 2017 by danimad
The spectacular recent successes of deep learning are purely empirical. Nevertheless intellectuals always try to explain important developments theoretically. In this literature course we will review recent work of Bruna and Mallat, Mhaskar and Poggio, Papyan and Elad, Bolcskei and co-authors, Baraniuk and co-authors, and others, seeking to build theoretical frameworks deriving deep networks as consequences. After initial background lectures, we will have some of the authors presenting lectures on specific papers. This course meets once weekly.
statistics  DeepLearning  machine-learning  Stanford  course  programming 
november 2017 by dangeranger
Stats 385 course website
deeplearning 
november 2017 by geetarista
Favorite tweet: tek_news

HNews: Stanford Stats 385: Theories of Deep Learning https://t.co/DAwOd9R9Rs

— Tech news (BOT) (@tek_news) November 7, 2017

http://twitter.com/tek_news/status/927952562480975872
IFTTT  twitter  favorite 
november 2017 by tswaterman
Stanford Stats 385: Theories of Deep Learning (cmts )
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november 2017 by rukku