From the 1 of 49 papers with an AI index.
25 citations
- Chinese Academy of SciencesCN8 papers
- University of Chinese Academy of SciencesCN7 papers
- Tsinghua UniversityCN6 papers
- Xiamen University of TechnologyCN6 papers
- Peking UniversityCN5 papers
- University of Science and Technology of ChinaCN5 papers
- National Astronomical ObservatoriesCN4 papers
- Shanghai Jiao Tong UniversityCN4 papers
- Anhui UniversityCN3 papers
- Astronomy and SpaceAU3 papers
- Beijing Normal UniversityCN3 papers
- Guangdong University of TechnologyCN3 papers
4 papers · 1 filter
Network Dynamics-Based Framework for Understanding Deep Neural Networks
Yuchen Lin, Yong Zhang, Sihan Feng +1
Advancements in artificial intelligence call for a deeper understanding of the fundamental mechanisms underlying deep learning. In this work, we propose a theoretical framework to…
When Differential Privacy Meets Wireless Federated Learning: An Improved Analysis for Privacy and Convergence
Chen Yaoling, Liang Hao, Tu Xiaotong
Differentially private wireless federated learning (DPWFL) is a promising framework for protecting sensitive user data. However, foundational questions on how to precisely characte…
Learning Unbiased Cluster Descriptors for Interpretable Imbalanced Concept Drift Detection
Yiqun Zhang, Zhanpei Huang, Mingjie Zhao +5
Unlabeled streaming data are usually collected to describe dynamic systems, where concept drift detection is a vital prerequisite to understanding the evolution of systems. However…
Learning Unified Distance Metric for Heterogeneous Attribute Data Clustering
Yiqun Zhang, Mingjie Zhao, Yizhou Chen +2
Datasets composed of numerical and categorical attributes (also called mixed data hereinafter) are common in real clustering tasks. Differing from numerical attributes that indicat…