← Keywords

black-box optimization

182 papers

Explore in graph

Also known as

BBOB BBO

Co-occurring keywords

bayesian optimization (623) gaussian process (1198) zeroth-order optimization (101) regret bound (1918) surrogate model (181) large language model (12755) acquisition function (129) reinforcement learning (4122) hyperparameter optimization (405) adversarial attack (1599)

Papers

YNU-HPCC at SemEval-2024 Task 1: Self-Instruction Learning with Black-box Optimization for Semantic Textual Relatedness NAACL 2024
Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index NIPS 2024
How Does Black-Box Impact the Learning Guarantee of Stochastic Compositional Optimization? NIPS 2024
Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives COLING 2024
An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization NIPS 2023
A stopping criterion for Bayesian optimization by the gap of expected minimum simple regrets AISTATS 2023
Constrained Efficient Global Optimization of Expensive Black-box Functions ICML 2023
Bayesian Optimization with Conformal Prediction Sets AISTATS 2023
Self-Adjusting Weighted Expected Improvement for Bayesian Optimization AUTOML 2023
Diffusion Models for Black-Box Optimization ICML 2023
High-Dimensional Dueling Optimization with Preference Embedding AAAI 2023
Generative Pretraining for Black-Box Optimization ICML 2023
OPT-GAN: A Broad-Spectrum Global Optimizer for Black-Box Problems by Learning Distribution AAAI 2023
Bayesian Optimisation of Functions on Graphs NIPS 2023
“Why Not Looking backward?” A Robust Two-Step Method to Automatically Terminate Bayesian Optimization NIPS 2023
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning EMNLP 2023
Multi-Fidelity Bayesian Optimization with Unreliable Information Sources AISTATS 2023
Mixed-Variable Black-Box Optimisation Using Value Proposal Trees AAAI 2023
Failure-Aware Gaussian Process Optimization with Regret Bounds NIPS 2023
Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation EMNLP 2023
Macro Placement by Wire-Mask-Guided Black-Box Optimization NIPS 2023
Generative Decision Making Under Uncertainty AAAI 2023
Adversarial Text Generation by Search and Learning EMNLP 2023
Black-box Prompt Tuning for Vision-Language Model as a Service IJCAI 2023
PROTES: Probabilistic Optimization with Tensor Sampling NIPS 2023