{"total":23,"rows":[{"id":"2209.08709","title":"BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach","created":"2022-09-19","cited_by_count":105,"area":null},{"id":"2305.15862","title":"A Task-guided, Implicitly-searched and Meta-initialized Deep Model for Image Fusion","created":"2023-05-25","cited_by_count":47,"area":null},{"id":"2308.00788","title":"An Introduction to Bi-level Optimization: Foundations and Applications in Signal Processing and Machine Learning","created":"2023-08-01","cited_by_count":41,"area":null},{"id":"2302.03407","title":"Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity","created":"2023-02-07","cited_by_count":26,"area":null},{"id":"2403.20233","title":"Functional Bilevel Optimization for Machine Learning","created":"2024-03-29","cited_by_count":20,"area":null},{"id":"2401.16164","title":"Constrained Bi-Level Optimization: Proximal Lagrangian Value function Approach and Hessian-free Algorithm","created":"2024-01-29","cited_by_count":16,"area":null},{"id":"2303.03944","title":"On Momentum-Based Gradient Methods for Bilevel Optimization with Nonconvex Lower-Level","created":"2023-03-07","cited_by_count":14,"area":null},{"id":"2407.17823","title":"Optimal Hessian/Jacobian-Free Nonconvex-PL Bilevel Optimization","created":"2024-07-25","cited_by_count":11,"area":null},{"id":"2406.10148","title":"A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints","created":"2024-06-14","cited_by_count":7,"area":null},{"id":"2411.18296","title":"HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning","created":"2024-11-27","cited_by_count":7,"area":null},{"id":"2307.15257","title":"Learning with Constraint Learning: New Perspective, Solution Strategy and Various Applications","created":"2023-07-28","cited_by_count":4,"area":null},{"id":"2404.03331","title":"LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspace","created":"2024-04-04","cited_by_count":4,"area":null},{"id":"2302.05587","title":"Hierarchical Optimization-Derived Learning","created":"2023-02-11","cited_by_count":3,"area":null},{"id":"2505.02101","title":"Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization","created":"2025-05-04","cited_by_count":3,"area":null},{"id":"2502.01076","title":"qNBO: quasi-Newton Meets Bilevel Optimization","created":"2025-02-03","cited_by_count":2,"area":null},{"id":"2502.08457","title":"Learning Theory for Kernel Bilevel Optimization","created":"2025-02-12","cited_by_count":2,"area":null},{"id":"2601.15363","title":"Non-Stationary Functional Bilevel Optimization","created":"2026-01-21","cited_by_count":2,"area":null},{"id":"2401.09651","title":"Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning","created":"2024-01-17","cited_by_count":1,"area":null},{"id":"2509.02937","title":"Faster Gradient Methods for Highly-Smooth Stochastic Bilevel Optimization","created":"2025-09-03","cited_by_count":1,"area":null},{"id":"2605.08006","title":"Penalty-Based First-Order Methods for Bilevel Optimization with Minimax and Constrained Lower-Level Problems","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2408.13323","title":"On Stability in Optimistic Bilevel Optimization","created":"2024-08-23","cited_by_count":0,"area":null},{"id":"2410.11312","title":"Towards Differentiable Multilevel Optimization: A Gradient-Based Approach","created":"2024-10-15","cited_by_count":0,"area":null},{"id":"2605.17833","title":"Efficient Bilevel Optimization for Meta Label Correction in Noisy Label Learning","created":"2026-05-18","cited_by_count":0,"area":null}],"next_cursor":null}