conftrace_

knowledge gradient

16 papers

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KG

Co-occurring keywords

bayesian optimization (624) markov decision process (790) acquisition function (129) sequential decision making (215) multi-armed bandit (1098) budget allocation (31) ranking and selection (2) hyperparameter tuning (215) best arm identification (85) sequential learning (80)

Papers

SOPL: A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models EMNLP 2025
Hypervolume Knowledge Gradient: A Lookahead Approach for Multi-Objective Bayesian Optimization with Partial Information ICML 2023
Improving the Knowledge Gradient Algorithm NIPS 2023
Generalizing Bayesian Optimization with Decision-theoretic Entropies NIPS 2022
On the Finite-Time Performance of the Knowledge Gradient Algorithm ICML 2022
Bayesian Decision Process for Budget-efficient Crowdsourced Clustering IJCAI 2020
Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials AISTATS 2019
Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning UAI 2019
Bayesian Optimization with Gradients NIPS 2017
A Lasso-based Sparse Knowledge Gradient Policy for Sequential Optimal Learning AISTATS 2016
The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks ICML 2016
Bayesian Decision Process for Cost-Efficient Dynamic Ranking via Crowdsourcing JMLR 2016
The Parallel Knowledge Gradient Method for Batch Bayesian Optimization NIPS 2016
Forgetful Bayes and myopic planning: Human learning and decision-making in a bandit setting NIPS 2013
Optimistic Knowledge Gradient Policy for Optimal Budget Allocation in Crowdsourcing ICML 2013
Hierarchical Knowledge Gradient for Sequential Sampling JMLR 2011