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Benny Avelin
Benny Avelin
Deep Learning Lecture Series
Session 1: History (Feb 19th)
Session 2 : VC theory (March 12th)
Session 3 : SGD and PDE (March 19th)
Session 4 : Survey (March 26th)
Session 5 : The ups and downs of the loss landscape (April 2nd)
Erratum: On time dependent domains for the degenerate p-parabolic equation
Seminars
Jyväskylä April 2019
A mathematical introduction to data science
Benny Avelin
Session 3 : SGD and PDE (March 19th)
Table of contents
Quick recap
Gradient descent algorithm
Stochastic gradient descent
Can we model gradient descent?
What is the connection to PDE?
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