Essays about: "Tobias Schwarz"

Found 2 essays containing the words Tobias Schwarz.

1. 1. An Empirical Survey of Bandits in an Industrial Recommender System Setting

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

   Author : Tobias Schwarz; Johan Brandby; [2023-09-21]
   Keywords : computer science; industrial application; machine learning; reinforcement learning; multi-armed bandits; MAB; contextual multi-armed bandits; survey; batch learning;

   Abstract : In this thesis, the effects of incorporating unstructured data—images in the wild—in contextual multi-armed bandits are investigated, when used within a recommender system setting, which focuses on picture-based content suggestion. The idea is to employ image features, extracted by a pre-trained convolutional neural network, and study the resulting bandit behaviors when including respective excluding this information in the typical context creation, which normally relies on structured data sources—such as metadata. READ MORE

3. 2. Design and Assessment of an Engine for Embedded Feature Annotations

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

   Author : Tobias Schwarz; [2021-03-03]
   Keywords : Embedded Annotations; Feature; Software Engineering; Software Product Line; Git; Partial Commits;

   Abstract : Features are an inherent unit of development of every software; and are defined as a set of implementation artifacts that constitute a functionality that adds value to the product, and is perceived useful by the customer. Locating features in source code is a typical software developer task, whether it before implementing a new feature, or maintaining and bug fixing of existing ones, as it is essential to know where to make changes. READ MORE