Essays about: "Variansestimering"

Found 2 essays containing the word Variansestimering.

  1. 1. A Confidence Measure for Deep Convolutional Neural Network Regressors

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

    Author : Elin Samuelsson; [2020]
    Keywords : ;

    Abstract : Deep convolutional neural networks can be trained to estimate gaze directions from eye images. However, such networks do not provide any information about the reliability of its predictions. As uncertainty estimates could enable more accurate and reliable gaze tracking applications, a method for confidence calculation was examined in this project. READ MORE

  3. 2. Gaussian Process Regression-based GPS Variance Estimation and Trajectory Forecasting

    University essay from Linköpings universitet/Institutionen för datavetenskap; Linköpings universitet/Tekniska fakulteten

    Author : Linus Kortesalmi; [2018]
    Keywords : Machine Learning; GPR; Gaussian Process; GP; Gaussian Process Regression; Variance Estimation; Trajectory; Trajectory Forecasting; Regression; Gaussiska Processer; Variansestimering; trajektoria; Statistik; Maskininlärning;

    Abstract : Spatio-temporal data is a commonly used source of information. Using machine learning to analyse this kind of data can lead to many interesting and useful insights. In this thesis project, a novel public transportation spatio-temporal dataset is explored and analysed. READ MORE