Learn to Learn to Learn
25 March 2018
NB: If you have VirtualBox : Install the 'OVA'
(or search online for TensorFlow Playground)
GoogLeNet (2014)
Google Inception-v3 (2015)
Microsoft ResNet (2015)
fossasia ... .OVA
'http://localhost:8080/
From your 'host' machine :
ssh -p 8282 user@localhost
Login: user
Password: password
#...
./run-jupyter.bash
#....
http://localhost:8081/
2-CNN/5-TransferLearning/
5-ImageClassifier-keras.ipynb
( not the focus of this talk )
( backtrack a little )
8-MetaLearning/
2-Reptile-Sines.ipynb
Initialize Φ. the initial parameter vector
for iteration 1,2,3,… do
Randomly sample a task T
Perform k>1 steps of SGD on task T,
starting with parameters Φ, resulting in parameters W
Update: Φ ← Φ + ϵ(W−Φ)
end for
Return Φ
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My blog : http://blog.mdda.net/
GitHub : mdda