Maintaining Adversarial Robustness in Continuous Learning

no code implementations • 17 Feb 2024 • Xiaolei Ru, Xiaowei Cao, Zijia Liu, Jack Murdoch Moore, Xin-Ya Zhang, Xia Zhu, Wenjia Wei, Gang Yan

Adversarial robustness is essential for security and reliability of machine learning systems.

Adversarial Robustness Continual Learning

Interpretable System Identification and Long-term Prediction on Time-Series Data

no code implementations • 2 Mar 2023 • Xiaoyi Liu, Duxin Chen, Wenjia Wei, Xia Zhu, Wenwu Yu

Time-series prediction has drawn considerable attention during the past decades fueled by the emerging advances of deep learning methods.

Time Series Time Series Prediction