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Structural Models and Deep Learning

Joint IITP RAS, NRU HSE &Skoltech seminar  

November 29 (Tuesday), 1830, IITP, room 615     
 
Vladimir Spokoiniy  (WIAS, Skoltech, HSE, IITP)
 
Structural adaptive dimensionality reduction with Deep Learning
 
The talk revisits the structural adaptive approach to dimensionality reduction from Hristache, Juditsky, Polzehl and Spokoiny (2002) for a multiple index regression model. It appears that the proposed method can be naturally extended and implemented using Deep Neural Networks.
26.11.2016 | Efimova Maria
 

 

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