2 papers
cs.LG2021
DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training
Xianglin Yang, Yun Lin, Ruofan Liu +4
Understanding how the predictions of deep learning models are formed during the training process is crucial to improve model performance and fix model defects, especially when we n…
cs.IT2021
Fast Graph Subset Selection Based on G-optimal Design
Zhengpin Li, Zheng Wei, Jian Wang +2
Graph sampling theory extends the traditional sampling theory to graphs with topological structures. As a key part of the graph sampling theory, subset selection chooses nodes on g…