bilevel optimization

Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training ICML 2022 Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models EMNLP 2022 Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks AAAI 2022 Probabilistic Bilevel Coreset Selection ICML 2022 Programmatic Reinforcement Learning without Oracles ICLR 2022 Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization ICML 2022 Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks With Implicit Gradients CVPR 2022 Second-Order Sensitivity Analysis for Bilevel Optimization AISTATS 2022 Set-based Meta-Interpolation for Few-Task Meta-Learning NeurIPS 2022 Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning ICML 2022 SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models ICLR 2022 Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation ICML 2022 Towards Evaluating the Robustness of Neural Networks Learned by Transduction ICLR 2022 Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization ICLR 2022 Understanding Benign Overfitting in Gradient-Based Meta Learning NeurIPS 2022 Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems ICML 2022 Will Bilevel Optimizers Benefit from Loops NeurIPS 2022 A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs NeurIPS 2021 A Gradient Method for Multilevel Optimization NeurIPS 2021 A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum NeurIPS 2021 AutoBalance: Optimized Loss Functions for Imbalanced Data NeurIPS 2021 A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization ICML 2021 Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction CVPR 2021 Bilevel Optimization: Convergence Analysis and Enhanced Design ICML 2021 BOBCAT: Bilevel Optimization-Based Computerized Adaptive Testing IJCAI 2021