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monte carlo sample

2 papers

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Co-occurring keywords · papers mentioning both

statistical back-propagation (1) doubly sgd (1) subsampling noise (1) expectation-based objective (1) unbiased gradient (1) mini-batch size (1) reparameterization trick (1) random reshuffling (1) convergence (1) variance reduction (1)

Papers

Demystifying SGD with Doubly Stochastic Gradients ICML 2024 GO Gradient for Expectation-Based Objectives ICLR 2019