Byzantine-Robust Decentralized Federated Learning
Minghong Fang, Zifan Zhang, et al.
CCS 2024
In this paper we present Kalman duality principle for a class of linear Differential-Algebraic Equations (DAE) with arbitrary index and time-varying coefficients. We apply it to an ill-posed minimax control problem with DAE constraint and derive a corresponding dual control problem. It turns out that the dual problem is ill-posed as well and so classical optimality conditions are not applicable in the general case. We construct a minimizing sequence û for the dual problem applying Tikhonov method. Finally we represent û in the feedback form using Riccati equation on a subspace which corresponds to the differential part of the DAE. © 2013 Springer Science+Business Media New York.
Minghong Fang, Zifan Zhang, et al.
CCS 2024
A.R. Gourlay, G. Kaye, et al.
Proceedings of SPIE 1989
Amir Ali Ahmadi, Raphaël M. Jungers, et al.
SICON
Moutaz Fakhry, Yuri Granik, et al.
SPIE Photomask Technology + EUV Lithography 2011