Dataset compression

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...

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Bibliographic Details
Main Author: Xiao, Lingao
Other Authors: Weichen Liu
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/175177