bilevel optimization

Negative Metric Learning for Graphs IJCAI 2025 Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation AAAI 2025 On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists ICML 2025 One-step Label Shift Adaptation via Robust Weight Estimation IJCAI 2025 OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation CVPR 2025 Optimizing Decomposition for Optimal Claim Verification ACL 2025 Optimizing importance weighting in the presence of sub-population shifts ICLR 2025 Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions ICLR 2025 Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints AAAI 2025 Poison-splat: Computation Cost Attack on 3D Gaussian Splatting ICLR 2025 PRDP: Progressively Refined Differentiable Physics ICLR 2025 Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF JMLR 2025 qNBO: quasi-Newton Meets Bilevel Optimization ICLR 2025 Riemannian Bilevel Optimization JMLR 2025 Safety-Polarized and Prioritized Reinforcement Learning ICML 2025 ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting ACL 2025 SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection ICLR 2025 Should We Use a Fixed Embedding Size? Customized Dimension Sizes for Knowledge Graph Embedding COLING 2025 Stackelberg vs. Nash in the Lottery Colonel Blotto Game IJCAI 2025 Structure Balance and Gradient Matching-Based Signed Graph Condensation AAAI 2025 Towards Consistent Multi-Task Learning: Unlocking the Potential of Task-Specific Parameters CVPR 2025 Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis ICLR 2025 Unlocking Global Optimality in Bilevel Optimization: A Pilot Study ICLR 2025 Unsupervised Skill Discovery as Exploration for Learning Agile Locomotion CoRL 2025 UTILITY: Utilizing Explainable Reinforcement Learning to Improve Reinforcement Learning ICLR 2025