Deep learning from strongly mixing observations: Sparse-penalized regularization and minimax optimalityby William Kengne, Modou WadeFirst…
Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacksby Peizhi Niu, Chao Pan,…
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Modelsby Yao Lu, Yutao…
How Interpretable Are Interpretable Graph Neural Networks?by Yongqiang Chen, Yatao Bian, Bo Han, James ChengFirst…
Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimizationby Jiaxin Deng, Junbiao Pang, Baochang ZhangFirst…
GENIU: A Restricted Data Access Unlearning for Imbalanced Databy Chenhao Zhang, Shaofei Shen, Yawen Zhao,…
Generating Human Understandable Explanations for Node Embeddingsby Zohair Shafi, Ayan Chatterjee, Tina Eliassi-RadFirst submitted to…
Understanding Visual Concepts Across Modelsby Brandon Trabucco, Max Gurinas, Kyle Doherty, Ruslan SalakhutdinovFirst submitted to…
Towards Fundamentally Scalable Model Selection: Asymptotically Fast Update and Selectionby Wenxiao Wang, Weiming Zhuang, Lingjuan…
A novel method for identifying rice seed purity based on hybrid machine learning algorithmsby Phan…