Sydney Digital Theses (Open Access): Recent submissions
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Strategic decision-making in multi-agent markets: The emergence of endogenous crises and volatility
Published 2023Traditional economic frameworks are built upon perfectly rational agents and equilibrium outcomes. However, during times of crises, these frameworks prove insufficient. In this thesis, we take an alternative perspective ...Open AccessThesis -
Adapting Neural Architecture Search for Efficient Deep Learning Models
Published 2023This thesis presents a comprehensive investigation into Neural Architecture Search (NAS), an instrumental strategy in the formulation of proficient deep learning models. The study scrutinizes two distinct paradigms of ...Open AccessThesis -
Online Scheduling with Predictions
Published 2023Online scheduling is the process of allocating resources to tasks to achieve objectives with uncertain information about future conditions or task characteristics. This thesis presents a new online scheduling framework ...Open AccessThesis -
Signalling mechanisms in epilepsy and synaptic scaling
Published 2023Background: Neuroplasticity enables the brain to alter its electrophysiological activity depending on stimuli. Neuroplasticity mechanisms often intersect with disease mechanisms. One type is Hebbian plasticity, which is a ...Open AccessThesis -
A doubly nonlinear fractional diffusive equation
Published 2023This thesis focuses on the `doubly nonlinear fractional diffusive equation', a doubly nonlinear nonlocal parabolic initial boundary value problem driven by the fractional p-Laplacian equipped with homogeneous Dirichlet ...Open AccessThesis