γ-BIFR unifies DP-λCGD and BISR into a single banded inverse factorization that improves RMSE and theoretical guarantees in the low-bandwidth regime for multi-epoch private learning.
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Beyond Square Roots: Explicit Memory-Efficient Factorization for Multi-Epoch Private Learning
γ-BIFR unifies DP-λCGD and BISR into a single banded inverse factorization that improves RMSE and theoretical guarantees in the low-bandwidth regime for multi-epoch private learning.