Enhancing Trust-Region Bayesian Optimization via Newton Methods
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Quanlin, Chen, Yiyu, Huo, Jing, Ding, Tianyu, Gao, Yang, Chen, Yuetong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Feasibility-Driven Trust Region Bayesian Optimization
by: Ascia, Paolo, et al.
Published: (2025)
by: Ascia, Paolo, et al.
Published: (2025)
Reinforced Model Predictive Control via Trust-Region Quasi-Newton Policy Optimization
by: Brandner, Dean, et al.
Published: (2024)
by: Brandner, Dean, et al.
Published: (2024)
Diffusion Policies creating a Trust Region for Offline Reinforcement Learning
by: Chen, Tianyu, et al.
Published: (2024)
by: Chen, Tianyu, et al.
Published: (2024)
Rethinking Trust Region Bayesian Optimization in High Dimensions
by: Tang, Wei-Ting, et al.
Published: (2026)
by: Tang, Wei-Ting, et al.
Published: (2026)
LAGO: A Local-Global Optimization Framework Combining Trust Region Methods and Bayesian Optimization
by: Van Dieren, Eliott, et al.
Published: (2026)
by: Van Dieren, Eliott, et al.
Published: (2026)
Categorical Optimization with Bayesian Anchored Latent Trust Regions for Structural Design under High-Dimensional Uncertainty
by: Liang, Zhangyong, et al.
Published: (2026)
by: Liang, Zhangyong, et al.
Published: (2026)
Trust Region Constrained Bayesian Optimization with Penalized Constraint Handling
by: Chowdhury, Raju, et al.
Published: (2026)
by: Chowdhury, Raju, et al.
Published: (2026)
Regional Expected Improvement for Efficient Trust Region Selection in High-Dimensional Bayesian Optimization
by: Namura, Nobuo, et al.
Published: (2024)
by: Namura, Nobuo, et al.
Published: (2024)
Trust Region Reward Optimization and Proximal Inverse Reward Optimization Algorithm
by: Chen, Yang, et al.
Published: (2025)
by: Chen, Yang, et al.
Published: (2025)
Memory-Guided Trust-Region Bayesian Optimization (MG-TuRBO) for High Dimensions
by: Saroj, Abhilasha, et al.
Published: (2026)
by: Saroj, Abhilasha, et al.
Published: (2026)
Best-Arm Identification-Based Trust Region Selection for Bayesian Optimization on Multimodal Functions
by: Namura, Nobuo, et al.
Published: (2026)
by: Namura, Nobuo, et al.
Published: (2026)
Efficient Second-Order Neural Network Optimization via Adaptive Trust Region Methods
by: Vo, James
Published: (2024)
by: Vo, James
Published: (2024)
Adaptive Replication Strategies in Trust-Region-Based Bayesian Optimization of Stochastic Functions
by: Binois, Mickael, et al.
Published: (2025)
by: Binois, Mickael, et al.
Published: (2025)
MMD-Newton Method for Multi-objective Optimization
by: Wang, Hao, et al.
Published: (2025)
by: Wang, Hao, et al.
Published: (2025)
Stochastic Trust-Region Methods for Over-parameterized Models
by: Yang, Aike, et al.
Published: (2026)
by: Yang, Aike, et al.
Published: (2026)
Direct Regret Optimization in Bayesian Optimization
by: Zhang, Fengxue, et al.
Published: (2025)
by: Zhang, Fengxue, et al.
Published: (2025)
Pseudo-Bayesian Optimization
by: Chen, Haoxian, et al.
Published: (2023)
by: Chen, Haoxian, et al.
Published: (2023)
Inexact Column Generation for Bayesian Network Structure Learning via Difference-of-Submodular Optimization
by: Yang, Yiran, et al.
Published: (2025)
by: Yang, Yiran, et al.
Published: (2025)
ONNXPruner: ONNX-Based General Model Pruning Adapter
by: Ren, Dongdong, et al.
Published: (2024)
by: Ren, Dongdong, et al.
Published: (2024)
TrasMuon: Trust-Region Adaptive Scaling for Orthogonalized Momentum Optimizers
by: Cheng, Peng, et al.
Published: (2026)
by: Cheng, Peng, et al.
Published: (2026)
A Regularized Newton Method for Nonconvex Optimization with Global and Local Complexity Guarantees
by: Zhou, Yuhao, et al.
Published: (2025)
by: Zhou, Yuhao, et al.
Published: (2025)
Causal Bayesian Optimization via Exogenous Distribution Learning
by: Ren, Shaogang, et al.
Published: (2024)
by: Ren, Shaogang, et al.
Published: (2024)
Trust-Region Adaptive Policy Optimization
by: Su, Mingyu, et al.
Published: (2025)
by: Su, Mingyu, et al.
Published: (2025)
An Inexact Weighted Proximal Trust-Region Method
by: Maia, Leandro Farias, et al.
Published: (2026)
by: Maia, Leandro Farias, et al.
Published: (2026)
Trust Regions Sell, But Who's Buying? Overlap Geometry as an Alternative Trust Region for Policy Optimization
by: Trivedi, Gaurish, et al.
Published: (2026)
by: Trivedi, Gaurish, et al.
Published: (2026)
A Trust-Region Method for Graphical Stein Variational Inference
by: Pavlovic, Liam, et al.
Published: (2024)
by: Pavlovic, Liam, et al.
Published: (2024)
Signal-Adaptive Trust Regions for Gradient-Free Optimization of Recurrent Spiking Neural Networks
by: Li, Jinhao, et al.
Published: (2026)
by: Li, Jinhao, et al.
Published: (2026)
Trust Region On-Policy Distillation
by: Xing, Xingrun, et al.
Published: (2026)
by: Xing, Xingrun, et al.
Published: (2026)
Federated Cubic Regularized Newton Learning with Sparsification-amplified Differential Privacy
by: Huo, Wei, et al.
Published: (2024)
by: Huo, Wei, et al.
Published: (2024)
ETR: Outcome-Guided Elastic Trust Regions for Policy Optimization
by: Zhang, Shijie, et al.
Published: (2026)
by: Zhang, Shijie, et al.
Published: (2026)
Trust Region-Based Bayesian Optimisation to Discover Diverse Solutions
by: Perera, Kokila Kasuni, et al.
Published: (2025)
by: Perera, Kokila Kasuni, et al.
Published: (2025)
Query-Efficient Quantum Approximate Optimization via Graph-Conditioned Trust Regions
by: Huynh, Molena
Published: (2026)
by: Huynh, Molena
Published: (2026)
Trust-Region Methods with Low-Fidelity Objective Models
by: Angino, Andrea, et al.
Published: (2025)
by: Angino, Andrea, et al.
Published: (2025)
Hail to the Thief: Exploring Attacks and Defenses in Decentralised GRPO
by: Blagoev, Nikolay, et al.
Published: (2025)
by: Blagoev, Nikolay, et al.
Published: (2025)
Hidden State Differential Private Mini-Batch Block Coordinate Descent for Multi-convexity Optimization
by: Chen, Ding, et al.
Published: (2024)
by: Chen, Ding, et al.
Published: (2024)
Data-Parallel Neural Network Training via Nonlinearly Preconditioned Trust-Region Method
by: Alegría, Samuel A. Cruz, et al.
Published: (2025)
by: Alegría, Samuel A. Cruz, et al.
Published: (2025)
An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis
by: Xie, Yi, et al.
Published: (2024)
by: Xie, Yi, et al.
Published: (2024)
Matrix Low-Rank Trust Region Policy Optimization
by: Rozada, Sergio, et al.
Published: (2024)
by: Rozada, Sergio, et al.
Published: (2024)
Collaborative Contextual Bayesian Optimization
by: Chang, Chih-Yu, et al.
Published: (2026)
by: Chang, Chih-Yu, et al.
Published: (2026)
NeST-BO: Fast Local Bayesian Optimization via Newton-Step Targeting of Gradient and Hessian Information
by: Tang, Wei-Ting, et al.
Published: (2025)
by: Tang, Wei-Ting, et al.
Published: (2025)
Similar Items
-
Feasibility-Driven Trust Region Bayesian Optimization
by: Ascia, Paolo, et al.
Published: (2025) -
Reinforced Model Predictive Control via Trust-Region Quasi-Newton Policy Optimization
by: Brandner, Dean, et al.
Published: (2024) -
Diffusion Policies creating a Trust Region for Offline Reinforcement Learning
by: Chen, Tianyu, et al.
Published: (2024) -
Rethinking Trust Region Bayesian Optimization in High Dimensions
by: Tang, Wei-Ting, et al.
Published: (2026) -
LAGO: A Local-Global Optimization Framework Combining Trust Region Methods and Bayesian Optimization
by: Van Dieren, Eliott, et al.
Published: (2026)