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Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation

Xin Wang , Hideaki Ishii , Linkang Du , Peng Cheng , Jiming Chen

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Two-Way Coding and Attack Decoupling in Control Systems Under Injection Attacks

Song Fang , Karl Henrik Johansson , Mikael Skoglund , Henrik Sandberg , Hideaki Ishii

* arXiv admin note: text overlap with arXiv:1901.05420 

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Generic Variance Bounds on Estimation and Prediction Errors in Time Series Analysis: An Entropy Perspective

Song Fang , Mikael Skoglund , Karl Henrik Johansson , Hideaki Ishii , Quanyan Zhu

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A Frequency-Domain Characterization of Optimal Error Covariance for the Kalman-Bucy Filter

Song Fang , Hideaki Ishii , Jie Chen , Karl Henrik Johansson

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