bilevel optimization

Learning to Play Sequential Games versus Unknown Opponents NeurIPS 2020 Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping NeurIPS 2020 MetAL: Active Semi-Supervised Learning on Graphs via Meta-Learning ACML 2020 MetaPoison: Practical General-purpose Clean-label Data Poisoning NeurIPS 2020 MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation CVPR 2020 Mnemonics Training: Multi-Class Incremental Learning Without Forgetting CVPR 2020 Modeling and Optimization Trade-off in Meta-learning NeurIPS 2020 On the Global Optimality of Model-Agnostic Meta-Learning ICML 2020 On the Iteration Complexity of Hypergradient Computation ICML 2020 Provable Representation Learning for Imitation Learning via Bi-level Optimization ICML 2020 Searching to Exploit Memorization Effect in Learning with Noisy Labels ICML 2020 A Differentiable Augmented Lagrangian Method for Bilevel Nonlinear Optimization RSS 2019 Efficient Regularization Parameter Selection for Latent Variable Graphical Models via Bi-Level Optimization IJCAI 2019 Fast and Practical Neural Architecture Search ICCV 2019 Learning Discrete Structures for Graph Neural Networks ICML 2019 MetaStyle: Three-Way Trade-off among Speed, Flexibility, and Quality in Neural Style Transfer AAAI 2019 Parametric Majorization for Data-Driven Energy Minimization Methods ICCV 2019 Privacy-Preserving Obfuscation of Critical Infrastructure Networks IJCAI 2019 Provably Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost NeurIPS 2019 Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions ICLR 2019 Spectral Inference Networks: Unifying Deep and Spectral Learning ICLR 2019 Truncated Back-propagation for Bilevel Optimization AISTATS 2019 Bilevel Distance Metric Learning for Robust Image Recognition NeurIPS 2018 Bilevel learning of the Group Lasso structure NeurIPS 2018 OptNet: Differentiable Optimization as a Layer in Neural Networks ICML 2017