Essays about: "rejection sampling"

Showing result 1 - 5 of 12 essays containing the words rejection sampling.

  1. 1. An Algorithm for Sampling from Bandlimited Circular Probability Distributions

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Mattias Olofsson; [2023]
    Keywords : Matematisk Statistik;

    Abstract : In this Bachelor thesis, a novel algorithm for sampling from bandlimited circular probability distributions is presented. The algorithm leverages results from Fourier analysis concerning the Fejér kernel to simulate data with some desired probability distribution, realized as a sum of data sampled from a discrete distribution and a small continuous perturbation sampled from the Fejér kernel distribution. READ MORE

  3. 2. A Critical Discourse Analysis on Finland's Rejection of The Reform of Sámi Parliament Act : A Critical Postcolonial Perspective

    University essay from Malmö universitet/Institutionen för globala politiska studier (GPS)

    Author : Inka Ala-Iso; [2023]
    Keywords : The Sámi Parliament Act; Postcolonialism; Settler Colonialism; Finland; Sámi;

    Abstract : Finland is recognized as a country with high human rights standards including the rights of the indigenous people that are protected by various declarations, conventions, and international human rights laws. Finland first enacted a Sámi Parliament Act in 1995 and has most recently in 2019 received criticism from the UN Human Rights Committee for not guaranteeing the rights for the legally recognized indigenous Sámi people living within Finland’s borders. READ MORE

  4. 3. Importance Sampling in Wireless Communication Systems with Ultra-Low Error Rates

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Bharat Maheshwari; Yewen Zhou; [2022]
    Keywords : error region; Monte Carlo; importance sampling; rejection sampling; Kullback-Leibler divergence.; Technology and Engineering;

    Abstract : Simulation mimics the behaviour of real world processes or the system over time. It helps us to understand the impact of modification and the effect of introducing various interventions to a system. READ MORE

  5. 4. Incorporating Metadata Into the Active Learning Cycle for 2D Object Detection

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

    Author : Karsten Stadler; [2021]
    Keywords : Active learning; Deep Learning; Object detection; Metadata; Nuscenes Nuimages; Gaussian mixture model; Rejection sampling; Monte-Carlo methods; Aktiv Inlärning; Djupinlärning; Objektdetektering; metadata; Nuscenes Nuimages; Gaussisk blandingsmodell; Rejection sampling; Monte-Carlo metoder;

    Abstract : In the past years, Deep Convolutional Neural Networks have proven to be very useful for 2D Object Detection in many applications. These types of networks require large amounts of labeled data, which can be increasingly costly for companies deploying these detectors in practice if the data quality is lacking. READ MORE

  6. 5. Reinforcement Learning of Repetitive Tasks for Autonomous Heavy-Duty Vehicles

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Simon Lindesvik Warma; [2020]
    Keywords : reinforcement learning; automatic control; motion control;

    Abstract : Many industrial applications of heavy-duty autonomous vehicles include repetitive manoeuvres, such as, vehicle parking, hub-to-hub transportation etc. This thesis explores the possibility to use the information from previous executions, via reinforcement learning, of specific manoeuvres to improve the performance for future iterations. READ MORE