Reducing Contextual Stochastic Bilevel Optimization via Structured Function Approximation
Fuente:
arXiv
Saved in:
| Main Authors: | Bouscary, Maxime, Zhang, Jiawei, Amin, Saurabh |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Integrated Bundling and Pricing of Unique Items
by: Bouscary, Maxime, et al.
Published: (2024)
by: Bouscary, Maxime, et al.
Published: (2024)
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)
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation
by: Kwon, Jeongyeol, et al.
Published: (2023)
by: Kwon, Jeongyeol, et al.
Published: (2023)
SUN-DSBO: A Structured Unified Framework for Nonconvex Decentralized Stochastic Bilevel Optimization
by: Ma, Yaoshuai, et al.
Published: (2026)
by: Ma, Yaoshuai, et al.
Published: (2026)
A Single-Loop Gradient Algorithm for Pessimistic Bilevel Optimization via Smooth Approximation
by: Cao, Qichao, et al.
Published: (2025)
by: Cao, Qichao, et al.
Published: (2025)
An Augmented Lagrangian Value Function Method for Lower-level Constrained Stochastic Bilevel Optimization
by: Nie, Hantao, et al.
Published: (2025)
by: Nie, Hantao, 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)
A Doubly Stochastically Perturbed Algorithm for Linearly Constrained Bilevel Optimization
by: Khanduri, Prashant, et al.
Published: (2025)
by: Khanduri, Prashant, et al.
Published: (2025)
Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis
by: Niu, Youcheng, et al.
Published: (2023)
by: Niu, Youcheng, et al.
Published: (2023)
Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization
by: Dong, Youran, et al.
Published: (2025)
by: Dong, Youran, et al.
Published: (2025)
On Linear Convergence of Distributed Stochastic Bilevel Optimization over Undirected Networks via Gradient Aggregation
by: Tak, Ajay, et al.
Published: (2025)
by: Tak, Ajay, et al.
Published: (2025)
Addressing misspecification in contextual optimization
by: Bennouna, Omar, et al.
Published: (2024)
by: Bennouna, Omar, 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)
Faster Gradient Methods for Highly-Smooth Stochastic Bilevel Optimization
by: Chen, Lesi, et al.
Published: (2025)
by: Chen, Lesi, et al.
Published: (2025)
On the Complexity of First-Order Methods in Stochastic Bilevel Optimization
by: Kwon, Jeongyeol, et al.
Published: (2024)
by: Kwon, Jeongyeol, et al.
Published: (2024)
A Provably Convergent Plug-and-Play Framework for Stochastic Bilevel Optimization
by: Chu, Tianshu, et al.
Published: (2025)
by: Chu, Tianshu, et al.
Published: (2025)
OptiHive: Ensemble Selection for LLM-Based Optimization via Statistical Modeling
by: Bouscary, Maxime, et al.
Published: (2025)
by: Bouscary, Maxime, et al.
Published: (2025)
A Barrier Function Approach for Bilevel Optimization with Coupled Lower-Level Constraints: Formulation, Approximation and Algorithms
by: Jiang, Xiaotian, et al.
Published: (2024)
by: Jiang, Xiaotian, et al.
Published: (2024)
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
by: Gong, Xiaochuan, et al.
Published: (2024)
by: Gong, Xiaochuan, et al.
Published: (2024)
Effective Bilevel Optimization via Minimax Reformulation
by: Wang, Xiaoyu, et al.
Published: (2023)
by: Wang, Xiaoyu, et al.
Published: (2023)
Overcoming Lower-Level Constraints in Bilevel Optimization: A Novel Approach with Regularized Gap Functions
by: Yao, Wei, et al.
Published: (2024)
by: Yao, Wei, et al.
Published: (2024)
Beyond Value Functions: Single-Loop Bilevel Optimization under Flatness Conditions
by: Jiang, Liuyuan, et al.
Published: (2025)
by: Jiang, Liuyuan, et al.
Published: (2025)
Optimal Zeroth-Order Bilevel Optimization
by: Aghasi, Alireza, et al.
Published: (2025)
by: Aghasi, Alireza, et al.
Published: (2025)
Distributed Bilevel Optimization with Communication Compression
by: He, Yutong, et al.
Published: (2024)
by: He, Yutong, et al.
Published: (2024)
Generalization Bounds for Contextual Stochastic Optimization using Kernel Regression
by: Wang, Yijie, et al.
Published: (2024)
by: Wang, Yijie, et al.
Published: (2024)
Data Informativeness in Linear Optimization under Uncertainty
by: Bennouna, Omar, et al.
Published: (2026)
by: Bennouna, Omar, et al.
Published: (2026)
Bilevel Learning with Inexact Stochastic Gradients
by: Salehi, Mohammad Sadegh, et al.
Published: (2024)
by: Salehi, Mohammad Sadegh, et al.
Published: (2024)
Optimal Interventions in Coupled-Activity Network Games: Application to Sustainable Forestry
by: Parasnis, Rohit, et al.
Published: (2024)
by: Parasnis, Rohit, et al.
Published: (2024)
Regularized Operator Extrapolation Method For Stochastic Bilevel Variational Inequality Problems
by: Khalafi, Mohammad, et al.
Published: (2025)
by: Khalafi, Mohammad, et al.
Published: (2025)
Augmenting Iterative Trajectory for Bilevel Optimization: Methodology, Analysis and Extensions
by: Liu, Risheng, et al.
Published: (2023)
by: Liu, Risheng, et al.
Published: (2023)
An Adaptive Algorithm for Bilevel Optimization on Riemannian Manifolds
by: Shi, Xu, et al.
Published: (2025)
by: Shi, Xu, et al.
Published: (2025)
Joint Inference of Trajectory and Obstacle in Mean-Field Games via Bilevel Optimization
by: Huang, Han, et al.
Published: (2025)
by: Huang, Han, et al.
Published: (2025)
Hessian-Free Distributed Bilevel Optimization via Penalization with Time-Scale Separation
by: Niu, Youcheng, et al.
Published: (2024)
by: Niu, Youcheng, et al.
Published: (2024)
On Stability in Optimistic Bilevel Optimization
by: Royset, Johannes O.
Published: (2024)
by: Royset, Johannes O.
Published: (2024)
A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization
by: Shen, Wei, et al.
Published: (2025)
by: Shen, Wei, et al.
Published: (2025)
Reducing Simulation Effort for RIS Optimization using an Efficient Far-Field Approximation
by: Lang, Hans-Dieter, et al.
Published: (2025)
by: Lang, Hans-Dieter, et al.
Published: (2025)
A Parameter-Free Zeroth-Order Algorithm for Decentralized Stochastic Convex Optimization
by: Chen, Jiawei, et al.
Published: (2026)
by: Chen, Jiawei, et al.
Published: (2026)
Contextual Bilevel Reinforcement Learning for Incentive Alignment
by: Thoma, Vinzenz, et al.
Published: (2024)
by: Thoma, Vinzenz, 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)
Superquantile-Gibbs Relaxation for Minima-selection in Bilevel Optimization
by: Masiha, Saeed, et al.
Published: (2025)
by: Masiha, Saeed, et al.
Published: (2025)
Similar Items
-
Integrated Bundling and Pricing of Unique Items
by: Bouscary, Maxime, et al.
Published: (2024) -
Alternating Stochastic Variance-Reduced Algorithms with Optimal Complexity for Bilevel Optimization
by: Huo, Haimei, et al.
Published: (2024) -
On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation
by: Kwon, Jeongyeol, et al.
Published: (2023) -
SUN-DSBO: A Structured Unified Framework for Nonconvex Decentralized Stochastic Bilevel Optimization
by: Ma, Yaoshuai, et al.
Published: (2026) -
A Single-Loop Gradient Algorithm for Pessimistic Bilevel Optimization via Smooth Approximation
by: Cao, Qichao, et al.
Published: (2025)