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ORCIDIEEE Data Engineering Bulletin, Volume 46
Volume 46, Number 1, March 2023
Letters
- Haixun Wang:
Letter from the Editor-in-Chief. 1
- Murat Kantarcioglu:
Letter from IEEE TCDE Chair. 2 - Yangqiu Song:
Letter from the Special Issue Editor. 3
Opinions
- Murat Kantarcioglu:
A Risk-Aware Paradigm for Privacy-Preserving Machine Learning. 4-8
Special Issue on Federated Machine Learning
- Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Boyi Liu, Yexuan Shi, Shuyuan Li, Ke Xu, Weifeng Lv:
Federated Computing: Query, Learning, and Beyond. 9-26 - Yilun Jin, Yang Liu, Kai Chen, Qiang Tang:
Federated Learning without Full Labels: A Survey. 27-51 - Wang Lu, Xixu Hu, Jindong Wang, Xing Xie:
FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning. 52-66 - Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, Pierre Stock:
Reconciling Security and Communication Efficiency in Federated Learning. 67-78 - Yeojoon Youn, Bhuvesh Kumar, Jacob D. Abernethy:
Accelerated Federated Optimization with Quantization. 79-123 - Leye Wang, Guanghong Fan, Xiao Han:
Federated Truth Discovery for Mobile Crowdsensing with Privacy-Preserving Trustworthiness Assessment. 124-144 - Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu:
Federated Ensemble Learning: Increasing the Capacity of Label Private Recommendation Systems. 145-157 - Xueyang Wu, Di Jiang, Yuanfeng Song, Qian Xu, Qiang Yang:
Enhance Mono-modal Sentiment Classification with Federated Cross-modal Transfer. 158-169 - Holger R. Roth, Yan Cheng, Yuhong Wen, Isaac Yang, Ziyue Xu, Yuan-Ting Hsieh, Kristopher Kersten, Ahmed Harouni, Can Zhao, Kevin Lu, Zhihong Zhang, Wenqi Li, Andriy Myronenko, Dong Yang, Sean Yang, Nicola Rieke, Abood Quraini, Chester Chen, Daguang Xu, Nic Ma, Prerna Dogra, Mona Flores, Andrew Feng:
NVIDIA FLARE: Federated Learning from Simulation to Real-World. 170-184
News: Obituary
- Kyu-Young Whang, Marianne Winslett:
Obituary for Professor Gio Wiederhold. 185
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