In modern machine learning, optimization algorithms are crucial; they steer the training process by skillfully navigating through complex, high-dimensional loss landscapes. Among these, stochastic ...

Redundancy in dataset is a common issue that is especially severe with large dataset. Identifying and removing redundancy is beneficial to the processing, development and understanding of the dataset.