Sydney Digital Theses (University of Sydney Access only): Recent submissions
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On Exploring Stability and Plasticity in Continual Learning
Published 2023Continual Learning (CL) is a learning paradigm that leans on a sequence of tasks and has garnered significant attention across various domains, including computer vision, natural language processing, and reinforcement ...USyd AccessThesis -
Changes in Gaming: What Digital Game Players Value in the Gaming Experience
Published 2023Digital gaming has become a mainstream form of entertainment in recent years. This phenomenon raises new levels of complexity in understanding the digital gaming experience, including gaming platforms, new player groups, ...USyd AccessThesis -
Federated Learning with Momentum Acceleration in Multi-tier Networks
Published 2023Federated learning (FL) is a fast-developing technique that allows multiple workers to train a global model based on a distributed dataset. Conventional FL (FedAvg) employs the gradient descent algorithm, which may not be ...USyd AccessThesis -
Privacy and Data Protection: The interaction of meta-regulation and information governance
Published 2023Collection and storage of exponential volumes of personal data give rise to significant opportunities and risks for organisations. This thesis examines the challenge of controlling personal information from the standpoints ...USyd AccessThesis -
The effect of high temperature on reproductive biology of faba bean (Vicia faba L.)
Published 2023Higher temperatures caused by global warming have driven the need for the development of heattolerant varieties. Faba bean (Vicia faba L.) is a winter-season grain legume with a low tolerance to high temperatures, especially ...USyd AccessThesis