Essays about: "parameter settings"

Showing result 1 - 5 of 115 essays containing the words parameter settings.

  1. 1. A spatially explicit model of segregation dynamics : Comparing the Schelling and the Sakoda model

    University essay from Linköpings universitet/Institutet för analytisk sociologi, IAS

    Author : Philip Öberg; [2023]
    Keywords : residential segregation; agent-based modeling ABM ; social simulation; multi-dimensional measurement; multi-scale measurement;

    Abstract : The scientific consensus has for long been that residential segregation is best conceived of as a multidimensional phenomenon that can exist on several geographical scales (Massey & Denton, 1988; Lee et al., 2008; Reardon & O’Sullivan, 2004; Reardon et al., 2008). READ MORE

  3. 2. Are AI-Photographers Ready for Hire? : Investigating the possibilities of AI generated images in journalism

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Andrea Breuer; Isac Jonsson; [2023]
    Keywords : Stable Diffusion; text-to-image generating models; ordinal logistic regression; journalism; machine learning; AI;

    Abstract : In today’s information era, many news outlets are competing for attention. One way to cut through the noise is to use images. Obtaining images can be both time-consuming and expen- sive for smaller news agencies. READ MORE

  4. 3. On Linear Mode Connectivity up to Permutation of Hidden Neurons in Neural Network : When does Weight Averaging work?

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

    Author : Adhithyan Kalaivanan; [2023]
    Keywords : Mode Connectivity; Representation Learning; Loss Landscape; Network Symmetry; Lägesanslutning; representationsinlärning; förlustlandskap; nätverkssymmetri;

    Abstract : Neural networks trained using gradient-based optimization methods exhibit a surprising phenomenon known as mode connectivity, where two independently trained network weights are not isolated low loss minima in the parameter space. Instead, they can be connected by simple curves along which the loss remains low. READ MORE

  5. 4. Exploratory Data Analysis of Live 5G Radio Access Network Configuration Data Using Interpretable Machine Learning

    University essay from Linköpings universitet/Databas och informationsteknik

    Author : Fredrik Olsson; Erik Sköld; [2023]
    Keywords : ;

    Abstract : In the increasingly connected world of today, people are more reliant on online services than ever before. To enhance network performance, efforts needs to be made to better understand the telecommunication system. READ MORE

  6. 5. Laser dazzling of CMOS imaging sensors using amplitude modulated and continuous wave lasers

    University essay from Umeå universitet/Institutionen för fysik

    Author : Johan Fjellström; [2023]
    Keywords : ;

    Abstract : Protecting sensitive information is important, especially in defence applications. As cameras become more common, developing countermeasure systems that limit the information gathering capabilities of imaging sensors would be beneficial. READ MORE