most citedERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models

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cs.LG2023

Personalized DP-SGD using Sampling Mechanisms

Geon Heo, Junseok Seo, Steven Euijong Whang

Personalized privacy becomes critical in deep learning for Trustworthy AI. While Differentially Private Stochastic Gradient Descent (DP-SGD) is widely used in deep learning methods…