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インサイト - Sparse Basis Recovery in Federated Learning
SPriFed-OMP: A Differentially Private Federated Learning Algorithm for Sparse Basis Recovery
SPriFed-OMP algorithm ensures accurate sparse basis recovery in FL with DP.
SPriFed-OMP: A Differentially Private Federated Learning Algorithm for Sparse Basis Recovery
新しい差分プライベートフェデレーテッドラーニングアルゴリズム、SPriFed-OMPは、高次元のモデルに対して正確なスパース基底を回復します。
SPriFed-OMP: A Differentially Private Federated Learning Algorithm for Sparse Basis Recovery
The author presents SPriFed-OMP, a novel algorithm for differentially private sparse basis recovery in the Federated Learning setting, addressing challenges of privacy and accuracy trade-offs.
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