conftrace_

stochastic computation graph

7 papers

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Also known as

SCG

Co-occurring keywords · papers mentioning both

variance reduction (4) gradient estimation (4) automatic differentiation (3) reinforcement learning (3) hessian-vector product (1) proof assistant (1) unbiased gradient estimation (1) go hessian (1) expectation-based objective (1) differentiable monte carlo estimator (1)

Papers

GO Hessian for Expectation-Based Objectives AAAI 2021 Storchastic: A Framework for General Stochastic Automatic Differentiation NeurIPS 2021 A Baseline for Any Order Gradient Estimation in Stochastic Computation Graphs ICML 2019 Credit Assignment Techniques in Stochastic Computation Graphs AISTATS 2019 DiCE: The Infinitely Differentiable Monte Carlo Estimator ICML 2018 Developing Bug-Free Machine Learning Systems With Formal Mathematics ICML 2017 Gradient Estimation Using Stochastic Computation Graphs NeurIPS 2015