3 papers
cs.CV2025
GhostNetV3-Small: A Tailored Architecture and Comparative Study of Distillation Strategies for Tiny Images
Florian Zager, Hamza A. A. Gardi
Deep neural networks have achieved remarkable success across a range of tasks, however their computational demands often make them unsuitable for deployment on resource-constrained…
cs.LG2025
Linear Dimensionality Reduction for Word Embeddings in Tabular Data Classification
Liam Ressel, Hamza A. A. Gardi
The Engineers' Salary Prediction Challenge requires classifying salary categories into three classes based on tabular data. The job description is represented as a 300-dimensional…
cs.LG2024
Comparison of different Artificial Neural Networks for Bitcoin price forecasting
Silas Baumann, Karl A. Busch, Hamza A. A. Gardi
This study investigates the impact of varying sequence lengths on the accuracy of predicting cryptocurrency returns using Artificial Neural Networks (ANNs). Utilizing the Mean Abso…