Image de couverture de livre

Robust Entropy Search for Safe Efficient Bayesian Optimization

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Weichert, Dorina, Kister, Alexander, Houben, Sebastian, Link, Patrick, Ernis, Gunar
Format:	Preprint
Publié:	2024
Sujets:	Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

When Less is More: A Story of Failing Bayesian Optimization Due to Additional Expert Knowledge
par: Weichert, Dorina, et autres
Publié: (2025)

Local Entropy Search over Descent Sequences for Bayesian Optimization
par: Stenger, David, et autres
Publié: (2025)

On Safety in Safe Bayesian Optimization
par: Fiedler, Christian, et autres
Publié: (2024)

CAGES: Cost-Aware Gradient Entropy Search for Efficient Local Multi-Fidelity Bayesian Optimization
par: Tang, Wei-Ting, et autres
Publié: (2024)

Alpha Entropy Search for New Information-based Bayesian Optimization
par: Fernández-Sánchez, Daniel, et autres
Publié: (2024)

A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization
par: Cheng, Nuojin, et autres
Publié: (2025)

Information-Theoretic Safe Bayesian Optimization
par: Bottero, Alessandro G., et autres
Publié: (2024)

Batched Energy-Entropy acquisition for Bayesian Optimization
par: Teufel, Felix, et autres
Publié: (2024)

No-Regret Algorithms for Safe Bayesian Optimization with Monotonicity Constraints
par: Losalka, Arpan, et autres
Publié: (2024)

Towards Safe Multi-Task Bayesian Optimization
par: Lübsen, Jannis O., et autres
Publié: (2023)

Event-Triggered Time-Varying Bayesian Optimization
par: Brunzema, Paul, et autres
Publié: (2022)

Multi-Fidelity Bayesian Optimization With Across-Task Transferable Max-Value Entropy Search
par: Zhang, Yunchuan, et autres
Publié: (2024)

Sample-Efficient Bayesian Optimization with Transfer Learning for Heterogeneous Search Spaces
par: Deshwal, Aryan, et autres
Publié: (2024)

Viability of Future Actions: Robust Safety in Reinforcement Learning via Entropy Regularization
par: Massiani, Pierre-François, et autres
Publié: (2025)

Safe Bayesian Optimization for the Control of High-Dimensional Embodied Systems
par: Wei, Yunyue, et autres
Publié: (2024)

Scaling Laws for Conditional Emergence of Multilingual Image Captioning via Generalization from Translation
par: Spravil, Julian, et autres
Publié: (2025)

Tree Boosting Methods for Balanced andImbalanced Classification and their Robustness Over Time in Risk Assessment
par: Velarde, Gissel, et autres
Publié: (2025)

Bayesian Robust Optimization for Imitation Learning
par: Brown, Daniel S., et autres
Publié: (2020)

Safe, Efficient, and Robust Reinforcement Learning for Ranking and Diffusion Models
par: Gupta, Shashank
Publié: (2025)

Asymptotic Performance of Time-Varying Bayesian Optimization
par: Bardou, Anthony, et autres
Publié: (2025)

Hallucination Detection on a Budget: Efficient Bayesian Estimation of Semantic Entropy
par: Ciosek, Kamil, et autres
Publié: (2025)

Distributionally Robust Optimisation with Bayesian Ambiguity Sets
par: Dellaporta, Charita, et autres
Publié: (2024)

Time-Varying Bayesian Optimization Without a Metronome
par: Bardou, Anthony, et autres
Publié: (2025)

Local Bayesian Optimization for Controller Tuning with Crash Constraints
par: von Rohr, Alexander, et autres
Publié: (2024)

Grasp-HGN: Grasping the Unexpected
par: Zandigohar, Mehrshad, et autres
Publié: (2025)

Safe Exploration Using Bayesian World Models and Log-Barrier Optimization
par: As, Yarden, et autres
Publié: (2024)

Local Preferential Bayesian Optimization
par: Menn, Johanna, et autres
Publié: (2026)

Robust Bayesian Optimization via Tempered Posteriors
par: Li, Jiguang, et autres
Publié: (2026)

Using Distance Correlation for Efficient Bayesian Optimization
par: Kanazawa, Takuya
Publié: (2021)

FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
par: Aglietti, Virginia, et autres
Publié: (2024)

BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
par: Brunzema, Paul, et autres
Publié: (2026)

Distributionally Robust Safe Screening
par: Hanada, Hiroyuki, et autres
Publié: (2024)

Safe Bayesian Optimization for Uncertain Correlation Matrices in Linear Models of Co-Regionalization
par: Lübsen, Jannis, et autres
Publié: (2026)

Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient?
par: Kim, Hwanwoo, et autres
Publié: (2025)

Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces
par: Fan, Zhou, et autres
Publié: (2023)

Information Preserving Line Search via Bayesian Optimization
par: Labryga, Robin, et autres
Publié: (2025)

Safe Reinforcement Learning with Minimal Supervision
par: Quessy, Alexander, et autres
Publié: (2025)

Symmetry-Aware Bayesian Optimization via Max Kernels
par: Bardou, Anthony, et autres
Publié: (2025)

Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization
par: Bariletto, Nicola, et autres
Publié: (2024)

Bayesian Binary Search
par: Singh, Vikash, et autres
Publié: (2024)