Byzantine-Robust Decentralized Federated Learning
Minghong Fang, Zifan Zhang, et al.
CCS 2024
We investigate the complexity of algebraic decision trees deciding membership in a hypersurface X ⊂ Cm. We prove an optimal lower bound on the number of additions, subtractions, and comparisons and an asymptotically optimal lower bound on the number of multiplications, divisions, and comparisons that are needed to decide membership in a generic hypersurface X ⊂ Cm. Over the reals, where in addition to equality branching also ≤-branching is allowed, we prove an analogous statement for irreducible "generic" hypersurfaces X ⊂ Rm. In the case m = 1 we give also a lower bound for finite subsets X ⊂ R. © 1992.
Minghong Fang, Zifan Zhang, et al.
CCS 2024
Michael Ray, Yves C. Martin
Proceedings of SPIE - The International Society for Optical Engineering
Imran Nasim, Michael E. Henderson
Mathematics
Richard M. Karp, Raymond E. Miller
Journal of Computer and System Sciences