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higher-order derivative

5 papers

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automatic differentiation (3) differentiable monte carlo estimator (1) score function estimator (1) stochastic computation graph (1) python programming (1) numerical analysis (1) matrix derivative (1) derivative computation (1) weighted finite-state machine (1) tensor derivative (1)

Papers

Higher-order Derivatives of Weighted Finite-state Machines ACL 2021 Computing Higher Order Derivatives of Matrix and Tensor Expressions NeurIPS 2018 DiCE: The Infinitely Differentiable Monte Carlo Estimator ICML 2018 Tangent: Automatic differentiation using source-code transformation for dynamically typed array programming NeurIPS 2018 Efficient approaches for escaping higher order saddle points in non-convex optimization COLT 2016