Near-Optimal Algorithms for Convex Simple Bilevel Optimization under Weak Assumptions
Fuente:
arXiv
Saved in:
| Main Authors: | Jiang, Rujun, Shi, Xu, Song, Weizheng, Wang, Jiulin |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Near-Optimal Convex Simple Bilevel Optimization with a Bisection Method
by: Wang, Jiulin, et al.
Published: (2024)
by: Wang, Jiulin, et al.
Published: (2024)
Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds
by: Chen, Pengyu, et al.
Published: (2024)
by: Chen, Pengyu, et al.
Published: (2024)
An Adaptive Algorithm for Bilevel Optimization on Riemannian Manifolds
by: Shi, Xu, et al.
Published: (2025)
by: Shi, Xu, et al.
Published: (2025)
Adaptive Algorithms for Nonconvex Bilevel Optimization under PŁ Conditions
by: Shi, Xu, et al.
Published: (2025)
by: Shi, Xu, et al.
Published: (2025)
Functionally Constrained Algorithm Solves Convex Simple Bilevel Problems
by: Zhang, Huaqing, et al.
Published: (2024)
by: Zhang, Huaqing, et al.
Published: (2024)
An Accelerated Gradient Method for Convex Smooth Simple Bilevel Optimization
by: Cao, Jincheng, et al.
Published: (2024)
by: Cao, Jincheng, et al.
Published: (2024)
On the Nature of Regularity Assumptions in Bilevel Optimization with Constrained Lower-level Problem
by: Jiang, Xiaotian, et al.
Published: (2026)
by: Jiang, Xiaotian, et al.
Published: (2026)
A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
by: Gong, Xiaochuan, et al.
Published: (2024)
by: Gong, Xiaochuan, et al.
Published: (2024)
Bilevel Optimization with Lower-Level Uniform Convexity: Theory and Algorithm
by: Wu, Yuman, et al.
Published: (2026)
by: Wu, Yuman, et al.
Published: (2026)
Solving Chance Constrained Programs via a Penalty based Difference of Convex Approach
by: Li, Zhiping, et al.
Published: (2026)
by: Li, Zhiping, et al.
Published: (2026)
Differentially Private Bilevel Optimization: Efficient Algorithms with Near-Optimal Rates
by: Lowy, Andrew, et al.
Published: (2025)
by: Lowy, Andrew, et al.
Published: (2025)
A Parameter-Free and Near-Optimal Zeroth-Order Algorithm for Stochastic Convex Optimization
by: Ren, Kunjie, et al.
Published: (2025)
by: Ren, Kunjie, et al.
Published: (2025)
Alternating Stochastic Variance-Reduced Algorithms with Optimal Complexity for Bilevel Optimization
by: Huo, Haimei, et al.
Published: (2024)
by: Huo, Haimei, et al.
Published: (2024)
Lower-level Duality Based Reformulation and Majorization Minimization Algorithm for Hyperparameter Optimization
by: Chen, He, et al.
Published: (2024)
by: Chen, He, et al.
Published: (2024)
A Discretization Approach for Bilevel Optimization with Low-Dimensional and Non-Convex Lower-Level
by: Jiang, Xiaotian, et al.
Published: (2025)
by: Jiang, Xiaotian, et al.
Published: (2025)
Federated Incremental Subgradient Method for Convex Bilevel Optimization Problems
by: Boontawee, Sudkobfa, et al.
Published: (2026)
by: Boontawee, Sudkobfa, et al.
Published: (2026)
Optimal Zeroth-Order Bilevel Optimization
by: Aghasi, Alireza, et al.
Published: (2025)
by: Aghasi, Alireza, et al.
Published: (2025)
Non-Stationary Bandit Convex Optimization: An Optimal Algorithm with Two-Point Feedback
by: He, Chang, et al.
Published: (2025)
by: He, Chang, et al.
Published: (2025)
On the Complexity of Finding Stationary Points in Nonconvex Simple Bilevel Optimization
by: Cao, Jincheng, et al.
Published: (2025)
by: Cao, Jincheng, et al.
Published: (2025)
A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization
by: Wang, Bokun, et al.
Published: (2023)
by: Wang, Bokun, et al.
Published: (2023)
A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk Minimization
by: Dagréou, Mathieu, et al.
Published: (2023)
by: Dagréou, Mathieu, et al.
Published: (2023)
SOREL: A Stochastic Algorithm for Spectral Risks Minimization
by: Ge, Yuze, et al.
Published: (2024)
by: Ge, Yuze, et al.
Published: (2024)
Robust Bilevel Optimization for Near-Optimal Lower-Level Solutions
by: Besançon, Mathieu, et al.
Published: (2019)
by: Besançon, Mathieu, et al.
Published: (2019)
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
by: Gong, Xiaochuan, et al.
Published: (2024)
by: Gong, Xiaochuan, et al.
Published: (2024)
Conditional Gradient Methods with Standard LMO for Stochastic Simple Bilevel Optimization
by: Giang-Tran, Khanh-Hung, et al.
Published: (2025)
by: Giang-Tran, Khanh-Hung, et al.
Published: (2025)
Perturbed Gradient Descent via Convex Quadratic Approximation for Nonconvex Bilevel Optimization
by: Abolfazli, Nazanin, et al.
Published: (2025)
by: Abolfazli, Nazanin, et al.
Published: (2025)
Distributed Stochastic Optimization for Non-Smooth and Weakly Convex Problems under Heavy-Tailed Noise
by: Hu, Jun, et al.
Published: (2025)
by: Hu, Jun, et al.
Published: (2025)
Second-Order Optimality Conditions for Nonsmooth Constrained Optimization with Applications to Bilevel Programming
by: Liu, Xiang, et al.
Published: (2025)
by: Liu, Xiang, et al.
Published: (2025)
A Proximal DC Algorithm for Sample Average Approximation of Chance Constrained Programming
by: Wang, Peng, et al.
Published: (2023)
by: Wang, Peng, et al.
Published: (2023)
Beyond Value Functions: Single-Loop Bilevel Optimization under Flatness Conditions
by: Jiang, Liuyuan, et al.
Published: (2025)
by: Jiang, Liuyuan, et al.
Published: (2025)
On the Convergence of Adam-Type Algorithm for Bilevel Optimization under Unbounded Smoothness
by: Gong, Xiaochuan, et al.
Published: (2025)
by: Gong, Xiaochuan, et al.
Published: (2025)
An Alternating Direction Method of Multipliers for Utility-based Shortfall Risk Portfolio Optimization
by: Xiao, Rufeng, et al.
Published: (2025)
by: Xiao, Rufeng, et al.
Published: (2025)
Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions
by: Jiang, Wei, et al.
Published: (2024)
by: Jiang, Wei, et al.
Published: (2024)
Decision Making under Cumulative Prospect Theory: An Alternating Direction Method of Multipliers
by: Cui, Xiangyu, et al.
Published: (2022)
by: Cui, Xiangyu, et al.
Published: (2022)
Linear Convergence Analysis of Single-loop Algorithm for Bilevel Optimization via Small-gain Theorem
by: Li, Jianhui, et al.
Published: (2024)
by: Li, Jianhui, et al.
Published: (2024)
Achieving Better Local Regret Bound for Online Non-Convex Bilevel Optimization
by: Jia, Tingkai, et al.
Published: (2026)
by: Jia, Tingkai, et al.
Published: (2026)
(Near)-Optimal Algorithms for Sparse Separable Convex Integer Programs
by: Hunkenschröder, Christoph, et al.
Published: (2025)
by: Hunkenschröder, Christoph, et al.
Published: (2025)
Linear Convergence of the Proximal Gradient Method for Composite Optimization Under the Polyak-Łojasiewicz Inequality and Its Variant
by: Kong, Qingyuan, et al.
Published: (2024)
by: Kong, Qingyuan, et al.
Published: (2024)
New notions of simultaneous diagonalizability of quadratic forms with applications to QCQPs
by: Wang, Alex L., et al.
Published: (2021)
by: Wang, Alex L., et al.
Published: (2021)
ADMM for Nonconvex Optimization under Minimal Continuity Assumption
by: Yuan, Ganzhao
Published: (2024)
by: Yuan, Ganzhao
Published: (2024)
Similar Items
-
Near-Optimal Convex Simple Bilevel Optimization with a Bisection Method
by: Wang, Jiulin, et al.
Published: (2024) -
Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds
by: Chen, Pengyu, et al.
Published: (2024) -
An Adaptive Algorithm for Bilevel Optimization on Riemannian Manifolds
by: Shi, Xu, et al.
Published: (2025) -
Adaptive Algorithms for Nonconvex Bilevel Optimization under PŁ Conditions
by: Shi, Xu, et al.
Published: (2025) -
Functionally Constrained Algorithm Solves Convex Simple Bilevel Problems
by: Zhang, Huaqing, et al.
Published: (2024)