bilevel optimization

Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization AAAI 2024 Toward Availability Attacks in 3D Point Clouds ICML 2024 Towards Poisoning Fair Representations ICLR 2024 Unraveling the Impact of Heterophilic Structures on Graph Positive-Unlabeled Learning ICML 2024 UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation NeurIPS 2024 When Babies Teach Babies: Can student knowledge sharing outperform Teacher-Guided Distillation on small datasets? CoNLL 2024 Achieving O(ε^-1.5) Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization NeurIPS 2023 Achieving Linear Speedup in Non-IID Federated Bilevel Learning ICML 2023 A Conditional Gradient-based Method for Simple Bilevel Optimization with Convex Lower-level Problem AISTATS 2023 Adaptive Mixing of Auxiliary Losses in Supervised Learning AAAI 2023 A Fully First-Order Method for Stochastic Bilevel Optimization ICML 2023 A Holistic View of Label Noise Transition Matrix in Deep Learning and Beyond ICLR 2023 Alternating Projected SGD for Equality-constrained Bilevel Optimization AISTATS 2023 An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition NeurIPS 2023 Asynchronous Distributed Bilevel Optimization ICLR 2023 Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity ICML 2023 Behavior Alignment via Reward Function Optimization NeurIPS 2023 Bilevel Coreset Selection in Continual Learning: A New Formulation and Algorithm NeurIPS 2023 Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond IJCAI 2023 Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training ACL 2023 Bi-Level Meta-Learning for Few-Shot Domain Generalization CVPR 2023 Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-Start JMLR 2023 Bilevel Optimization with Coupled Decision-Dependent Distributions ICML 2023 Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients ICLR 2023 BiSLS/SPS: Auto-tune Step Sizes for Stable Bi-level Optimization NeurIPS 2023