Essays about: "Anton Evilevitch"

Found 4 essays containing the words Anton Evilevitch.

  1. 1. Increasing explainability of neural network based retail credit risk models

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

    Author : Anton Evilevitch; [2023]
    Keywords : Explainability; Artificial Neural Network; Mortgage Credit Risk Modeling; Förklarbarhet; Artificiella Neurala Nätverk; Modellering av Hypotekskreditrisk;

    Abstract : Due to their ’black box’ nature, Artificial Neural Networks (ANN) are not permitted for use in various applications. One such application is mortgage credit risk modeling. READ MORE

  3. 2. Avoiding Catastrophic Forgetting in Continual Learning through Elastic Weight Consolidation

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

    Author : Anton Evilevitch; Robert Ingram; [2021]
    Keywords : Image classification; DenseNet; Elastic Weight Consolidation; Catastrophic Forgetting; CIFAR100; Bildklassifiering; DenseNet; Elastic Weight Consolidation; Catastrophic Forgetting; CIFAR100;

    Abstract : Image classification is an area of computer science with many areas of application. One key issue with using Artificial Neural Networks (ANN) for image classification is the phenomenon of Catastrophic Forgetting when training tasks sequentially (i.e Continual Learning). READ MORE

  4. 3. Smile! It increases your face value

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Anton Evilevitch; Dennis Elgegren; [2019]
    Keywords : Implied Volatility Surface; Rules of Thumb; European Option Contracts; Walk Forward Analysis; Stepwise Procedure; Business and Economics;

    Abstract : This thesis examines some of the multiple variations of the previously established Rules of Thumb; which are used in attempting to explain implied volatility sur- faces. Here, these Rules are extensively tested on the Swedish stock market index (OMXS30) using rolling window analysis and linear stepwise regressions with for- ward selection. READ MORE

  5. 4. Employee Motivation in the Professional Services Industry

    University essay from Lunds universitet/Företagsekonomiska institutionen

    Author : Anton Evilevitch; Valentina Wignell; Julia Cassel; [2018]
    Keywords : Incentives; Motivation; Agency Theory; Resource-based View RBV ; Professional Services Industry PSF ; Management Consulting; Business and Economics;

    Abstract : The purpose of this study is to understand interest alignment and potentially competitive advantage within management consulting firms, as a consequence of the firm’s ability to incentivize and motivate its employees. In doing this, the authors examined various interest-aligning incentive mechanisms and their linkage to a specific firm’s competitive advantage. READ MORE