Fully First-Order Algorithms for Online Bilevel Optimization
Fuente:
arXiv
Saved in:
| Main Authors: | Jia, Tingkai, Chen, Cheng |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
Accelerated Fully First-Order Methods for Bilevel and Minimax Optimization
by: Li, Chris Junchi
Published: (2024)
by: Li, Chris Junchi
Published: (2024)
Decentralized Stochastic Nonconvex Optimization under the Relaxed Smoothness
by: Luo, Luo, et al.
Published: (2025)
by: Luo, Luo, 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)
First-Order Methods for Linearly Constrained Bilevel Optimization
by: Kornowski, Guy, et al.
Published: (2024)
by: Kornowski, Guy, et al.
Published: (2024)
Bridging Constraints and Stochasticity: A Fully First-Order Method for Stochastic Bilevel Optimization with Linear Constraints
by: Phan, Cac, et al.
Published: (2025)
by: Phan, Cac, et al.
Published: (2025)
Fully Zeroth-Order Bilevel Programming via Gaussian Smoothing
by: Aghasi, Alireza, et al.
Published: (2024)
by: Aghasi, Alireza, et al.
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)
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)
Fully First-Order Methods for Decentralized Bilevel Optimization
by: Wang, Xiaoyu, et al.
Published: (2024)
by: Wang, Xiaoyu, et al.
Published: (2024)
Stochastic Regret Guarantees for Online Zeroth- and First-Order Bilevel Optimization
by: Nazari, Parvin, et al.
Published: (2025)
by: Nazari, Parvin, et al.
Published: (2025)
Lower Complexity Bounds for Nonconvex-Strongly-Convex Bilevel Optimization with First-Order Oracles
by: Ji, Kaiyi
Published: (2025)
by: Ji, Kaiyi
Published: (2025)
Penalty-Based First-Order Methods for Bilevel Optimization with Minimax and Constrained Lower-Level Problems
by: Shen, Yiyang, et al.
Published: (2026)
by: Shen, Yiyang, et al.
Published: (2026)
Online Nonconvex Bilevel Optimization with Bregman Divergences
by: Bohne, Jason, et al.
Published: (2024)
by: Bohne, Jason, et al.
Published: (2024)
A First-order Generative Bilevel Optimization Framework for Diffusion Models
by: Xiao, Quan, et al.
Published: (2025)
by: Xiao, Quan, et al.
Published: (2025)
Online Optimization Perspective on First-Order and Zero-Order Decentralized Nonsmooth Nonconvex Stochastic Optimization
by: Sahinoglu, Emre, et al.
Published: (2024)
by: Sahinoglu, Emre, 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)
An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
by: Gong, Xiaochuan, et al.
Published: (2024)
by: Gong, Xiaochuan, et al.
Published: (2024)
Provably Faster Algorithms for Bilevel Optimization via Without-Replacement Sampling
by: Li, Junyi, et al.
Published: (2024)
by: Li, Junyi, et al.
Published: (2024)
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)
Riemannian Bilevel Optimization
by: Dutta, Sanchayan, et al.
Published: (2024)
by: Dutta, Sanchayan, et al.
Published: (2024)
Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis
by: Hao, Jie, et al.
Published: (2024)
by: Hao, Jie, et al.
Published: (2024)
Bayesian Optimization of Bilevel Problems
by: Ekmekcioglu, Omer, et al.
Published: (2024)
by: Ekmekcioglu, Omer, et al.
Published: (2024)
Functionally Constrained Algorithm Solves Convex Simple Bilevel Problems
by: Zhang, Huaqing, et al.
Published: (2024)
by: Zhang, Huaqing, et al.
Published: (2024)
On Stability in Optimistic Bilevel Optimization
by: Royset, Johannes O.
Published: (2024)
by: Royset, Johannes O.
Published: (2024)
Unlocking Global Optimality in Bilevel Optimization: A Pilot Study
by: Xiao, Quan, et al.
Published: (2024)
by: Xiao, Quan, et al.
Published: (2024)
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)
Safe Gradient Flow for Bilevel Optimization
by: Sharifi, Sina, et al.
Published: (2025)
by: Sharifi, Sina, 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)
Problem-Parameter-Free Decentralized Bilevel Optimization
by: Zhai, Zhiwei, et al.
Published: (2025)
by: Zhai, Zhiwei, et al.
Published: (2025)
A Framework for Bilevel Optimization on Riemannian Manifolds
by: Han, Andi, et al.
Published: (2024)
by: Han, Andi, et al.
Published: (2024)
Effective Bilevel Optimization via Minimax Reformulation
by: Wang, Xiaoyu, et al.
Published: (2023)
by: Wang, Xiaoyu, et al.
Published: (2023)
Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods
by: Tarzanagh, Davoud Ataee, et al.
Published: (2022)
by: Tarzanagh, Davoud Ataee, et al.
Published: (2022)
Sequential QCQP for Bilevel Optimization with Line Search
by: Sharifi, Sina, et al.
Published: (2025)
by: Sharifi, Sina, et al.
Published: (2025)
A Communication and Computation Efficient Fully First-order Method for Decentralized Bilevel Optimization
by: Wen, Min, et al.
Published: (2024)
by: Wen, Min, et al.
Published: (2024)
Fully Unconstrained Online Learning
by: Cutkosky, Ashok, et al.
Published: (2024)
by: Cutkosky, Ashok, et al.
Published: (2024)
On the Condition Number Dependency in Bilevel Optimization
by: Chen, Lesi, et al.
Published: (2025)
by: Chen, Lesi, et al.
Published: (2025)
Fairness-informed Pareto Optimization : An Efficient Bilevel Framework
by: Tanji, Sofiane, et al.
Published: (2026)
by: Tanji, Sofiane, et al.
Published: (2026)
A Bilevel Optimization Framework for Imbalanced Data Classification
by: Medlin, Karen, et al.
Published: (2024)
by: Medlin, Karen, et al.
Published: (2024)
Exploring the Potential of Bilevel Optimization for Calibrating Neural Networks
by: Sanguin, Gabriele, et al.
Published: (2025)
by: Sanguin, Gabriele, et al.
Published: (2025)
Similar Items
-
Achieving Better Local Regret Bound for Online Non-Convex Bilevel Optimization
by: Jia, Tingkai, et al.
Published: (2026) -
Accelerated Fully First-Order Methods for Bilevel and Minimax Optimization
by: Li, Chris Junchi
Published: (2024) -
Decentralized Stochastic Nonconvex Optimization under the Relaxed Smoothness
by: Luo, Luo, et al.
Published: (2025) -
On the Complexity of First-Order Methods in Stochastic Bilevel Optimization
by: Kwon, Jeongyeol, et al.
Published: (2024) -
First-Order Methods for Linearly Constrained Bilevel Optimization
by: Kornowski, Guy, et al.
Published: (2024)