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conftrace_

score function estimator

6 papers

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Also known as

SFE

Co-occurring keywords · papers mentioning both

variance reduction (3) gradient estimation (3) control variate (2) differentiable monte carlo estimator (1) higher-order derivative (1) stochastic computation graph (1) stochastic natural gradient (1) path-wise gradient estimator (1) monte carlo gradient estimation (1) measure-valued gradient (1)

Papers

SFESS: Score Function Estimators for k-Subset Sampling ICLR 2025 Double Control Variates for Gradient Estimation in Discrete Latent Variable Models AISTATS 2022 Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces NeurIPS 2021 Marginalized Stochastic Natural Gradients for Black-Box Variational Inference ICML 2021 Monte Carlo Gradient Estimation in Machine Learning JMLR 2020 DiCE: The Infinitely Differentiable Monte Carlo Estimator ICML 2018