579 citations · 1.1k across the 4 of their papers we have counts for
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cs.LG2019★ 7 cited
Gradient Perturbation is Underrated for Differentially Private Convex Optimization
Da Yu, Huishuai Zhang, Wei Chen +2
Gradient perturbation, widely used for differentially private optimization, injects noise at every iterative update to guarantee differential privacy. Previous work first determine…
cs.LG2018★ 472 cited
Neural Architecture Optimization
Renqian Luo, Fei Tian, Tao Qin +2
Automatic neural architecture design has shown its potential in discovering powerful neural network architectures. Existing methods, no matter based on reinforcement learning or ev…