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Structural Models and Deep Learning

Joint IITP RAS, NRU HSE &Skoltech seminar  

January 31 (Tuesday), 1830, IITP, room 615   
 
Dmitry Yarotsky (IITP, Skoltech)
 
TitleExpressiveness of shallow and deep neural networks: rigorous results

Annotation: I will discuss some classical and recent rigorous results on the expressive power of neural networks. In particular, I will explain a simple argument showing that deep ReLU networks are more efficient for approximation of smooth functions than shallow ReLU networks.
31.01.2017 |
 

 

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