{"total":23,"rows":[{"id":"2301.10945","title":"A Fully First-Order Method for Stochastic Bilevel Optimization","created":"2023-01-26","cited_by_count":100,"area":null},{"id":"2302.05185","title":"On Penalty-based Bilevel Gradient Descent Method","created":"2023-02-10","cited_by_count":87,"area":null},{"id":"2309.01753","title":"On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation","created":"2023-09-04","cited_by_count":51,"area":null},{"id":"2301.00712","title":"On Finding Small Hyper-Gradients in Bilevel Optimization: Hardness Results and Improved Analysis","created":"2023-01-02","cited_by_count":39,"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":"2405.09927","title":"Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-loop and Hessian-free Solution Strategy","created":"2024-05-16","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":"2305.17076","title":"Exact Generalization Guarantees for (Regularized) Wasserstein Distributionally Robust Models","created":"2023-05-26","cited_by_count":9,"area":null},{"id":"2302.02904","title":"Rethinking Gauss-Newton for learning over-parameterized models","created":"2023-02-06","cited_by_count":6,"area":null},{"id":"2306.09998","title":"SLACK: Stable Learning of Augmentations with Cold-start and KL regularization","created":"2023-06-16","cited_by_count":6,"area":null},{"id":"2306.02422","title":"A Generalized Alternating Method for Bilevel Learning under the Polyak-{\\L}ojasiewicz Condition","created":"2023-06-04","cited_by_count":5,"area":null},{"id":"2502.06309","title":"Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions","created":"2025-02-10","cited_by_count":5,"area":null},{"id":"2511.19656","title":"Lower Complexity Bounds for Nonconvex-Strongly-Convex Bilevel Optimization with First-Order Oracles","created":"2025-11-24","cited_by_count":3,"area":null},{"id":"2512.02494","title":"A Fully First-Order Layer for Differentiable Optimization","created":"2025-12-02","cited_by_count":3,"area":null},{"id":"2311.04520","title":"Adaptive Mirror Descent Bilevel Optimization","created":"2023-11-08","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":"2402.16748","title":"Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization","created":"2024-02-26","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":"2405.00914","title":"Accelerated Fully First-Order Methods for Bilevel and Minimax Optimization","created":"2024-05-01","cited_by_count":0,"area":null},{"id":"2602.11665","title":"Fully First-Order Algorithms for Online Bilevel Optimization","created":"2026-02-12","cited_by_count":0,"area":null},{"id":"2603.00027","title":"Bilevel Optimization with Lower-Level Uniform Convexity: Theory and Algorithm","created":"2026-02-04","cited_by_count":0,"area":null}],"next_cursor":null}