implicit differentiation

Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation AAAI 2022 Efficient and Modular Implicit Differentiation NeurIPS 2022 Efficient Riemannian Meta-Optimization by Implicit Differentiation AAAI 2022 End-to-end Stochastic Optimization with Energy-based Model NeurIPS 2022 Fair Representation Learning through Implicit Path Alignment ICML 2022 Implicit Differentiation for Fast Hyperparameter Selection in Non-Smooth Convex Learning JMLR 2022 Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation ICLR 2022 Non-Convex Bilevel Games with Critical Point Selection Maps NeurIPS 2022 Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation NeurIPS 2022 Online Deep Equilibrium Learning for Regularization by Denoising NeurIPS 2022 Pareto Policy Adaptation ICLR 2022 Scalable One-Pass Optimisation of High-Dimensional Weight-Update Hyperparameters by Implicit Differentiation ICLR 2022 Theseus: A Library for Differentiable Nonlinear Optimization NeurIPS 2022 AutoDO: Robust AutoAugment for Biased Data With Label Noise via Scalable Probabilistic Implicit Differentiation CVPR 2021 Auxiliary Learning by Implicit Differentiation ICLR 2021 Bilevel Optimization: Convergence Analysis and Enhanced Design ICML 2021 Gradient-based optimization for multi-resource spatial coverage problems UAI 2021 Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions NeurIPS 2021 Meta-learning to Improve Pre-training NeurIPS 2021 Nonsmooth Implicit Differentiation for Machine-Learning and Optimization NeurIPS 2021 On the Theory of Implicit Deep Learning: Global Convergence with Implicit Layers ICLR 2021 Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State NeurIPS 2021 End-to-End Learnable Geometric Vision by Backpropagating PnP Optimization CVPR 2020 Implicit differentiation of Lasso-type models for hyperparameter optimization ICML 2020 Implicit Graph Neural Networks NeurIPS 2020