automatic-differentiation 5 deep-learning 4 pytorch 3 bilevel-optimization 3 machine-learning 3 optimization 2 differentiable-optimization 2 meta-learning 2 differentiable-programming 2 optimal-control 2 computer-vision 2 hyperparameter-optimization 2 forward-mode-autodiff 1 eigendecomposition 1 cholesky-decomposition 1 optimizer 1 meta-rl 1 meta-reinforcement-learning 1 functional-programming 1 robotics 1 nonlinear-least-squares 1 levenberg-marquardt 1 gauss-newton 1 embodied-ai 1 surrogate-assisted-optimization 1 semidefinite-programming 1 perturbation 1 macroeconomics 1 generalized-eigenvalue 1 lu-decomposition 1 dynamical-systems 1 dynamic-programming 1 dsge 1 matrix-decompositions 1 matrix-factorization 1 qr-decomposition 1 reverse-mode-autodiff 1 difference-equations 1 schur-decomposition 1 quadratic-programming 1 svd 1 svd-matrix-factorisation 1 lqr 1 nonlinear-programming 1 autodiff 1 artificial-intelligence 1 model-identification 1 inverse-optimization 1 demand-response 1 vision-and-language 1 ood-detection 1 neurips-2023 1 multimodal-deep-learning 1 multimodal 1 knowledge-graph 1 hessian 1 semantic-segmentation 1 optimization-algorithms 1 multitask-learning 1 auxiliary-learning 1 nonlinear-optimization 1 mixed-integer-nonlinear-programming 1 method-of-moving-asymptotes 1 metaheuristics 1 interior-point-optimizer 1 gradient-based-optimisation 1 global-optimization 1 evolutionary-algorithms 1 discrete-optimization 1 derivative-free-optimization 1 black-box-optimization 1 bayesian-optimization 1 augmented-lagrangian-method 1 reinforcement-learning 1 neural-architecture-search 1 multilevel-optimization 1