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implicit differentiation

58 papers

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Co-occurring keywords · papers mentioning both

bilevel optimization (14) hyperparameter optimization (11) deep equilibrium model (5) differentiable optimization (4) automatic differentiation (4) variational inference (4) spiking neural network (3) energy-based model (3) graph neural network (3) neural network (3)

Papers

Optimizing Millions of Hyperparameters by Implicit Differentiation AISTATS 2020 Deep Equilibrium Models NeurIPS 2019 Fixing Implicit Derivatives: Trust-Region Based Learning of Continuous Energy Functions NeurIPS 2019 Meta-Learning with Implicit Gradients NeurIPS 2019 Implicit Reparameterization Gradients NeurIPS 2018 OptNet: Differentiable Optimization as a Layer in Neural Networks ICML 2017 Implicit Differentiation by Perturbation NeurIPS 2010 Differentiable Sparse Coding NeurIPS 2008