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gradient moment

2 papers

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Co-occurring keywords · papers mentioning both

heavy-tailed data (1) concentrated differential privacy (1) maxout network (1) excess population risk (1) vanishing gradient (1) gradient analysis (1) parameter initialization (1) heavy-tailed distribution (1) convolutional network (1) stochastic convex optimization (1)

Papers

Expected Gradients of Maxout Networks and Consequences to Parameter Initialization ICML 2023 Improved Rates for Differentially Private Stochastic Convex Optimization with Heavy-Tailed Data ICML 2022