Essays about: "training methods"

Showing result 1 - 5 of 636 essays containing the words training methods.

  1. 1. Snitches Enriches - ESTABLISHING GUIDELINES FOR INTERNAL WHISTLEBLOWING SYSTEMS

    University essay from Göteborgs universitet/Graduate School

    Author : Balsa Medojevic; Emilia Milojkovic; [2020-07-23]
    Keywords : Internal Whistleblowing System; Whistleblower; EU-directive 2019 1937; Hotlines; Whistleblowing Framework; Guidelines for Whistleblowing Systems;

    Abstract : The main objective of this study is to generate a set of guidelines aimed to provide practicalityfor organizations looking to implement or enhance their internal whistleblowing system. Theguidelines will serve as a direct response to EU-directive 2019/1937 entering into force in 2021. READ MORE

  2. 2. Machine Learning for Detecting Hate Speech in Low Resource Languages

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : David Rodriguez; Denitsa Saynova; [2020-07-08]
    Keywords : machine learning; natural language processing; BERT; cross-lingual zeroshot learning; data augmentation; hate speech; classification; Twitter;

    Abstract : This work examines the role of both cross-lingual zero-shot learning and data augmentationin detecting hate speech online for low resource set-ups. The proposedsolutions for situations where the amount of labeled data is scarce are to use alanguage with more resources during training or to create synthetic data points. READ MORE

  3. 3. Deep Learning and the Heston Model:Calibration & Hedging

    University essay from Göteborgs universitet/Institutionen för nationalekonomi med statistik

    Author : Oliver Klingberg Malmer; Victor Tisell; [2020-07-03]
    Keywords : deep learning; deep hedging; deep calibration; option pricing; stochastic volatilty; Heston model; S P 500 index options; incomplete markets; transaction costs;

    Abstract : The computational speedup of computers has been one of the de ning characteristicsof the 21st century. This has enabled very complex numerical methods for solving existingproblems. As a result, one area that has seen an extraordinary rise in popularity over the lastdecade is what is called deep learning. READ MORE

  4. 4. Neural networks for imputation of missing genotype data : An alternative to the classical statistical methods in bioinformatics

    University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

    Author : Alfred Andersson; [2020]
    Keywords : genetics; imputation; bioinformatics; neural networks; GWAS;

    Abstract : In this project, two different machine learning models were tested in an attempt at imputing missing genotype data from patients on two different panels. As the integrity of the patients had to be protected, initial training was done on data simulated from the 1000 Genomes Project. READ MORE

  5. 5. Operant betingning på hund : strypkoppel eller godis?

    University essay from SLU/Dept. of Animal Environment and Health

    Author : Jenny Löf; [2020]
    Keywords : operant betingning; hund; bestraffning; förstärkning; positiv; negativ; djurvälfärd; relation; inlärning; motivation; ras; känslomässigt tillstånd; ålder;

    Abstract : The life of a dog is full of training and learning moments, something that shapes the dog. It is therefore important to choose a training method that gives you a healthy, happy, and enjoyable dog. It is also important to consider how certain factors affect learning in dogs. READ MORE