Sökning: "Lina Leopold"

Hittade 2 uppsatser innehållade orden Lina Leopold.

1. 1. Random matrix theory in machine learning

   Master-uppsats, KTH/Matematik (Avd.)

   Författare :Lina Leopold; [2023]
   Nyckelord :Mathematics; mathematical statistics; machine learning; random matrix theory; neural networks; Matematik; matematisk statistik; maskininlärning; slumpmatristeori; neuronnätverk;

   Sammanfattning : In this thesis, we review some applications of random matrix theory in machine learning and theoretical deep learning. More specifically, we review data modelling in the regime of numerous and large dimensional data, a method for estimating covariance matrix distances in the aforementioned regime, as well as an asymptotic analysis of a simple neural network model in the limit where the number of neurons is large and the data is both numerous and large dimensional. LÄS MER

3. 2. Analysis of respiratory filters by the Wheeler-Jonasequation

   Kandidat-uppsats, KTH/Skolan för teknikvetenskap (SCI)

   Författare :Lina Leopold; [2017]
   Nyckelord :;

   Sammanfattning : Within the Swedish Armed Forces different types of filters are used in respirators, vehicles and naval ships to protect against chemical agents. The filters are to protect against a variety of chemicals. The Swedish armed forces has a need for a predictive model describing breakthrough times through such filters. LÄS MER