Essays about: "New Normal"

Showing result 1 - 5 of 556 essays containing the words New Normal.

  1. 1. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder

    University essay from Lunds universitet/Fysiska institutionen

    Author : Max Svensson; [2024]
    Keywords : Machine Learning; Self-supervised learning; AI; Physics; Medicine; Physics and Astronomy;

    Abstract : We introduce Mix Encoder, a novel self-supervised learning framework for deep tabular data models based on Mixup [1]. Mix Encoder uses linear interpolations of samples with associated pretext tasks to form useful pre-trained representations. READ MORE

  3. 2. Uncertainty Quantification in Deep Learning for Breast Cancer Classification in Point-of-Care Ultrasound Imaging

    University essay from Lunds universitet/Matematik LTH

    Author : Marisa Wodrich; [2024]
    Keywords : Uncertainty quantification; Deep learning; Breast cancer classification; Trustworthy AI; Point-of-care ultrasound; Mathematics and Statistics;

    Abstract : Breast cancer is the most common type of cancer worldwide with an estimate of 2.3 million new cases in 2020, and the number one cause of cancer-related deaths in women. READ MORE

  4. 3. Regularization Methods and High Dimensional Data: A Comparative Study Based on Frequentist and Bayesian Methods

    University essay from Lunds universitet/Statistiska institutionen

    Author : Markus Gerholm; Johan Sörstadius; [2024]
    Keywords : Linear regression; high dimensional data; regularization; Bayesian methods; Mathematics and Statistics;

    Abstract : As the amount of high dimensional data becomes increasingly accessible and common, the need for reliable methods to combat problems such as overfitting and multicollinearity increases. Models need to be able to manage large data sets where predictor variables often outnumber the amount of observations. READ MORE

  5. 4. Remote Control - Redefining Leadership in the Age of Hybrid Work

    University essay from Göteborgs universitet/Graduate School

    Author : Clara Sjögren Nyberg; [2023-07-20]
    Keywords : Hybrid work; Hybrid teams; Leadership; Hybrid leadership; Remote leadership; Transformational leadership;

    Abstract : The pandemic, rather than strategy, has led to organizations’ most apparent digital transformation in the last years due to unprecedented changes in the business environment and society (De Smet et al., 2021; McKinsey, 2020). READ MORE

  6. 5. Spatial Price Equilibrium in the World Natural Gas Market

    University essay from Göteborgs universitet/Institutionen för nationalekonomi med statistik

    Author : Linava Lahoni; Mattias Malmgren; [2023-02-09]
    Keywords : ;

    Abstract : Characteristic for the world natural gas market is that the markets in different continents are not completely integrated. In some cases, this leads to exceptionally large price differences. There are two reasons for this; first the technical difficulties related to shipping natural gas, second the pricing mechanism of the natural gas market. READ MORE