SoftAdaClip: A Smooth Clipping Strategy for Fair and Private Model Training

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Bibliographic Details
Main Authors:	Soleymani, Dorsa, Dadsetan, Ali, Rudzicz, Frank
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
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Convergence of Clipped-SGD for Convex $(L_0,L_1)$-Smooth Optimization with Heavy-Tailed Noise
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DC-SGD: Differentially Private SGD with Dynamic Clipping through Gradient Norm Distribution Estimation
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