Sökning: "Adam Ekström Hagevall"

Hittade 2 uppsatser innehållade orden Adam Ekström Hagevall.

1. 1. Increasing Reproducibility Through Provenance, Transparency and Reusability in a Cloud-Native Application for Collaborative Machine Learning

   Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för datorteknik

   Författare :Adam Ekström Hagevall; Carl Wikström; [2021]
   Nyckelord :Machine Learning; MLOps; STACKn; Reproducibility; Replicability; Provenance; Transparency; Reusability; Kubernetes; Cloud-Native; Open Source; Software Engineering;

   Sammanfattning : The purpose of this thesis paper was to develop new features in the cloud-native and open-source machine learning platform STACKn, aiming to strengthen the platform's support for conducting reproducible machine learning experiments through provenance, transparency and reusability. Adhering to the definition of reproducibility as the ability of independent researchers to exactly duplicate scientific results with the same material as in the original experiment, two concepts were explored as alternatives for this specific goal: 1) Increased support for standardized textual documentation of machine learning models and their corresponding datasets; and 2) Increased support for provenance to track the lineage of machine learning models by making code, data and metadata readily available and stored for future reference. LÄS MER

3. 2. "Jag vill spara etiskt, men vad har jag för alternativ?" : En kvantitativ studie av etiska restriktioners påverkan på svenska fonders prestation

   Kandidat-uppsats, Uppsala universitet/Företagsekonomiska institutionen

   Författare :Alfred Atterby; Adam Ekström Hagevall; Carl Wikström; [2019]
   Nyckelord :funds; ethical restrictions; risk-adjusted return; multiple linear regression; significance testing; fonder; etiska restriktioner; riskjusterad avkastning; multipel linjär regression; signifikanstest;

   Sammanfattning : During the last few decades, the Swedish population has shown an increased interest in investment fund savings, and more than 60% of Swedish citizens are saving through funds today. In addition to this, awareness on climate change and related risks has increased, which has contributed to a greater focus on corporate sustainability among Swedish companies. LÄS MER