Essays about: "Vladislav Polianskii"

Found 1 essay containing the words Vladislav Polianskii.

  1. 1. An Investigation of Neural Network Structure with Topological Data Analysis

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Vladislav Polianskii; [2018]
    Keywords : machine learning; deep learning; autoencoders; TDA; computational topology; topological data analysis;

    Abstract : Artificial neural networks at the present time gain notable popularity and show astounding results in many machine learning tasks. This, however, also results in a drawback that the understanding of the processes happening inside of learning algorithms decreases. READ MORE