bilevel optimization

Value-aligned Behavior Cloning for Offline Reinforcement Learning via Bi-level Optimization ICLR 2025 Advancing Dynamic Sparse Training by Exploring Optimization Opportunities ICML 2024 Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation IJCAI 2024 Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler NeurIPS 2024 Adversarial Training Should Be Cast as a Non-Zero-Sum Game ICLR 2024 A Framework for Bilevel Optimization on Riemannian Manifolds NeurIPS 2024 A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk Minimization AISTATS 2024 An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness NeurIPS 2024 An Accelerated Gradient Method for Convex Smooth Simple Bilevel Optimization NeurIPS 2024 A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness ICML 2024 A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints NeurIPS 2024 Automated Design of Affine Maximizer Mechanisms in Dynamic Settings AAAI 2024 Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted Microservices NSDI 2024 Backdoor Contrastive Learning via Bi-level Trigger Optimization ICLR 2024 Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency ICLR 2024 BackTime: Backdoor Attacks on Multivariate Time Series Forecasting NeurIPS 2024 BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models EMNLP 2024 Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation CVPR 2024 Bi-Level Motion Imitation for Humanoid Robots CoRL 2024 Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis ICLR 2024 BilevelPruning: Unified Dynamic and Static Channel Pruning for Convolutional Neural Networks CVPR 2024 BLO-SAM: Bi-level Optimization Based Finetuning of the Segment Anything Model for Overfitting-Preventing Semantic Segmentation ICML 2024 Boundary Decomposition for Nadir Objective Vector Estimation NeurIPS 2024 CoBo: Collaborative Learning via Bilevel Optimization NeurIPS 2024 Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators AAAI 2024