Dataset compression

• Main Author: Xiao, Lingao
• Other Authors: Weichen Liu
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Efficiency
• Online Access: https://hdl.handle.net/10356/175177
• Institution: Nanyang Technological University

This study explores dataset distillation and pruning, which are important methods for managing and optimizing datasets for machine learning. The goal is to understand the impact of various dataset distillation methods such as Performance Matching, Gradient Matching, Distribution Matching, Trajectory...