bilevel optimization

Constrained Bi-Level Optimization: Proximal Lagrangian Value Function Approach and Hessian-free Algorithm ICLR 2024 Contextual Bilevel Reinforcement Learning for Incentive Alignment NeurIPS 2024 Convergence of Bayesian Bilevel Optimization ICLR 2024 Convex and Bilevel Optimization for Neural-Symbolic Inference and Learning ICML 2024 Convex approximations for a bi-level formulation of data-enabled predictive control L4DC 2024 Coupled Confusion Correction: Learning from Crowds with Sparse Annotations AAAI 2024 D^4: Dataset Distillation via Disentangled Diffusion Model CVPR 2024 Data Summarization via Bilevel Optimization JMLR 2024 Distributed Bilevel Optimization with Communication Compression ICML 2024 DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation ICML 2024 DOGE: Domain Reweighting with Generalization Estimation ICML 2024 Double Momentum Method for Lower-Level Constrained Bilevel Optimization ICML 2024 Dropout Enhanced Bilevel Training ICLR 2024 Efficient Model Stealing Defense with Noise Transition Matrix CVPR 2024 Embarrassingly Simple Dataset Distillation ICLR 2024 Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization AISTATS 2024 Enhancing Neural Radiance Fields with Adaptive Multi-Exposure Fusion: A Bilevel Optimization Approach for Novel View Synthesis AAAI 2024 Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium NeurIPS 2024 FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering ICML 2024 First-Order Methods for Linearly Constrained Bilevel Optimization NeurIPS 2024 First-Order Minimax Bilevel Optimization NeurIPS 2024 Functional Bilevel Optimization for Machine Learning NeurIPS 2024 Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem NeurIPS 2024 Game-Theoretic Unlearnable Example Generator AAAI 2024 Graph Machine Learning through the Lens of Bilevel Optimization AISTATS 2024