1 code implementation • NeurIPS 2021 • Marcin Sendera, Jacek Tabor, Aleksandra Nowak, Andrzej Bedychaj, Massimiliano Patacchiola, Tomasz Trzciński, Przemysław Spurek, Maciej Zięba
This makes the GP posterior locally non-Gaussian, therefore we name our method Non-Gaussian Gaussian Processes (NGGPs).
no code implementations • 7 Oct 2021 • Łukasz Maziarka, Aleksandra Nowak, Maciej Wołczyk, Andrzej Bedychaj
One of the main arguments behind studying disentangled representations is the assumption that they can be easily reused in different tasks.
1 code implementation • 13 Jan 2020 • Andrzej Bedychaj, Przemysław Spurek, Aleksandra Nowak, Jacek Tabor
Independent Component Analysis (ICA) aims to find a coordinate system in which the components of the data are independent.
no code implementations • 31 May 2019 • Andrzej Bedychaj, Przemysław Spurek, Łukasz Struskim, Jacek Tabor
Independent Component Analysis (ICA) - one of the basic tools in data analysis - aims to find a coordinate system in which the components of the data are independent.