Essays about: "Carl Wikström"

Found 2 essays containing the words Carl Wikström.

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

   University essay from Uppsala universitet/Avdelningen för datorteknik

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

   Abstract : 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. READ MORE

3. 2. El Gamal Mix-Nets and Implementation of a Verifier.

   University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

   Author : Erik Larsson; Carl Svensson; [2013]
   Keywords : ;

   Abstract : A mix-net is a cryptographic protocol based on public key cryptography which enables untraceable communication through a collection of nodes. One important application is electronic voting where it enables the construction of systems which satisfies many voting security requirements, including verifiability of correct execution. READ MORE