Výsledky vyhledávání - "Xian, Xiaochen"

Report

Partially-Observable Sequential Change-Point Detection for Autocorrelated Data via Upper Confidence Region

Autor: Xu, Haijie, Xian, Xiaochen, Zhang, Chen, Liu, Kaibo

Sequential change point detection for multivariate autocorrelated data is a very common problem in practice. However, when the sensing resources are limited, only a subset of variables from the multivariate system can be observed at each sensing time

Externí odkaz: http://arxiv.org/abs/2404.00220

Zobrazit plný text záznamu

Report

Adversarial Client Detection via Non-parametric Subspace Monitoring in the Internet of Federated Things

Autor: Xie, Xianjian, Xian, Xiaochen, Li, Dan, Wang, Andi

The Internet of Federated Things (IoFT) represents a network of interconnected systems with federated learning as the backbone, facilitating collaborative knowledge acquisition while ensuring data privacy for individual systems. The wide adoption of

Externí odkaz: http://arxiv.org/abs/2310.01537

Zobrazit plný text záznamu

Report

Adaptive Learning for the Resource-Constrained Classification Problem

Autor: Abukasis, Danit Shifman, Cohen, Izack, Xian, Xiaochen, Huang, Kejun, Singer, Gonen

Publikováno v: Engineering Applications of Artificial Intelligence, 119, 105741 (2023)

Resource-constrained classification tasks are common in real-world applications such as allocating tests for disease diagnosis, hiring decisions when filling a limited number of positions, and defect detection in manufacturing settings under a limite

Externí odkaz: http://arxiv.org/abs/2207.09196

Zobrazit plný text záznamu