MetAL: Active Semi-Supervised Learning on Graphs via Meta Learning Jul 22, 2020 Active Learning Bilevel Optimization
Code Code Available 0Functional Bilevel Optimization for Machine Learning Mar 29, 2024 Bilevel Optimization Prediction
Code Code Available 0BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization Mar 7, 2024 Bilevel Optimization Graph Learning
Code Code Available 0Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization May 30, 2023 Bilevel Optimization
Code Code Available 0Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation Aug 2, 2022 Bilevel Optimization Graph Neural Network
Code Code Available 0GCAL: Adapting Graph Models to Evolving Domain Shifts May 22, 2025 Bilevel Optimization Domain Adaptation
Code Code Available 0Truncated Back-propagation for Bilevel Optimization Oct 25, 2018 Bilevel Optimization Meta-Learning
Code Code Available 0A Conditional Gradient-based Method for Simple Bilevel Optimization with Convex Lower-level Problem Jun 17, 2022 Bilevel Optimization
Code Code Available 0Robust Network Architecture Search via Feature Distortion Restraining Jul 13, 2022 Bilevel Optimization
Code Code Available 0Generalizing Reward Modeling for Out-of-Distribution Preference Learning Feb 22, 2024 Bilevel Optimization Meta-Learning
Code Code Available 0BiLO: Bilevel Local Operator Learning for PDE inverse problems Apr 27, 2024 Bilevel Optimization Operator learning
Code Code Available 0Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization Feb 26, 2024 Bilevel Optimization
Code Code Available 0Min-Max Bilevel Multi-objective Optimization with Applications in Machine Learning Mar 3, 2022 BIG-bench Machine Learning Bilevel Optimization
Code Code Available 0MISLEADER: Defending against Model Extraction with Ensembles of Distilled Models Jun 3, 2025 Bilevel Optimization Data Augmentation
Code Code Available 0Gradient-based bilevel optimization for multi-penalty Ridge regression through matrix differential calculus Nov 23, 2023 Bilevel Optimization L2 Regularization
Code Code Available 0Gradient scarcity with Bilevel Optimization for Graph Learning Mar 24, 2023 Bilevel Optimization Graph Learning
Code Code Available 0Modeling and Optimization Trade-off in Meta-learning Oct 24, 2020 Bilevel Optimization Meta-Learning
Code Code Available 0Efficient Cross-Modal Video Retrieval with Meta-Optimized Frames Oct 16, 2022 Bilevel Optimization Retrieval
Code Code Available 0GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors Jun 17, 2025 Bilevel Optimization Mixture-of-Experts
Code Code Available 0Contextual Bilevel Reinforcement Learning for Incentive Alignment Jun 3, 2024 Bilevel Optimization Decision Making
Code Code Available 0HBO: Hierarchical Balancing Optimization for Fine-Tuning Large Language Models May 18, 2025 Bilevel Optimization
Code Code Available 0Fair Machine Learning under Limited Demographically Labeled Data Jun 3, 2021 BIG-bench Machine Learning Bilevel Optimization
Code Code Available 0Efficient and Effective Implicit Dynamic Graph Neural Network Jun 25, 2024 Bilevel Optimization Graph Neural Network
Code Code Available 0An adaptively inexact first-order method for bilevel optimization with application to hyperparameter learning Aug 19, 2023 Bilevel Optimization Denoising
Code Code Available 0Towards Evaluating the Robustness of Neural Networks Learned by Transduction Oct 27, 2021 Adversarial Robustness Bilevel Optimization
Code Code Available 0Decentralized Hyper-Gradient Computation over Time-Varying Directed Networks Oct 5, 2022 Bilevel Optimization Federated Learning
Code Code Available 0Discriminatively Learned Hierarchical Rank Pooling Networks May 30, 2017 Activity Recognition Bilevel Optimization
Code Code Available 0Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO Apr 3, 2017 Bilevel Optimization
Code Code Available 0A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints Jun 14, 2024 Bilevel Optimization
Code Code Available 0Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement Dec 1, 2020 Bilevel Optimization Neural Architecture Search
Code Code Available 0Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis Oct 7, 2024 Bilevel Optimization
Code Code Available 0Safe Gradient Flow for Bilevel Optimization Jan 27, 2025 Bilevel Optimization Decision Making
Code Code Available 0Improving SAM Requires Rethinking its Optimization Formulation Jul 17, 2024 Bilevel Optimization
Code Code Available 0Differentiable Instruction Optimization for Cross-Task Generalization Jun 16, 2023 Bilevel Optimization Diversity
Code Code Available 0Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problems Oct 1, 2021 BIG-bench Machine Learning Bilevel Optimization
Code Code Available 0Inexact Derivative-Free Optimization for Bilevel Learning Jun 23, 2020 Bilevel Optimization Denoising
Code Code Available 0A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Dec 28, 2024 Bilevel Optimization Meta-Learning
Code Code Available 0Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis Jan 17, 2024 Bilevel Optimization Hyperparameter Optimization
Code Code Available 0On Automatic Data Augmentation for 3D Point Cloud Classification Dec 11, 2021 3D Object Classification 3D Object Recognition
Code Code Available 0PRDP: Progressively Refined Differentiable Physics Feb 26, 2025 Bilevel Optimization
Code Code Available 0Preference-Optimized Pareto Set Learning for Blackbox Optimization Aug 19, 2024 Bilevel Optimization Experimental Design
Code Code Available 0Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks Jun 22, 2022 Bilevel Optimization Classification
Code Code Available 0Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation Jun 4, 2024 Bilevel Optimization
Code Code Available 0SOSELETO: A Unified Approach to Transfer Learning and Training with Noisy Labels May 24, 2018 Bilevel Optimization Classification
Code Code Available 0Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods Jul 6, 2022 Bilevel Optimization
Code Code Available 0Saliency-Augmented Memory Completion for Continual Learning Dec 26, 2022 Bilevel Optimization Continual Learning
Code Code Available 0Targeted Data-driven Regularization for Out-of-Distribution Generalization Aug 1, 2020 Bilevel Optimization Meta-Learning
Code Code Available 0LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspace Apr 4, 2024 Bilevel Optimization
Code Code Available 0Bilevel Learning with Inexact Stochastic Gradients Dec 16, 2024 Bilevel Optimization Deblurring
Code Code Available 0Deep Bilevel Learning Sep 5, 2018 Bilevel Optimization
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