Sökning: "VAE-Clustering"

Hittade 2 uppsatser innehållade ordet VAE-Clustering.

1. 1. VAE-clustering of neural signals and their association to cytokines

   Master-uppsats, KTH/Matematisk statistik

   Författare :Aram Eskandari; [2020]
   Nyckelord :Statistics; applied mathematics; variational autoencoder; cytokines; VAE-clustering; neuron signals; Statistik; tillämpad matematik; variational autoencoder; cytokiner; VAE-klustring; nervsignaler;

   Sammanfattning : In this thesis we start by reproducing previous experiments by Zanos et al., where they have shown that it is possible to associate neural signals with specific cytokines. LÄS MER

3. 2. Deep Scenario Generation of Financial Markets

   Master-uppsats, KTH/Matematisk statistik

   Författare :Filip Carlsson; Philip Lindgren; [2020]
   Nyckelord :Variational Autoencoder; Generative Models; Latent Space; Dimensionality Reduction; Unsupervised Learning; Clustering; VAE-Clustering; Scenario Generation; Market Regime; Variational Autoencoder; generativa modeller; latent rum; dimensionsreducering; klustring; scenario generering;

   Sammanfattning : The goal of this thesis is to explore a new clustering algorithm, VAE-Clustering, and examine if it can be applied to find differences in the distribution of stock returns and augment the distribution of a current portfolio of stocks and see how it performs in different market conditions. The VAE-clustering method is as mentioned a newly introduced method and not widely tested, especially not on time series. LÄS MER