2 papers
cs.LG2025
Collaborative Bayesian Optimization via Wasserstein Barycenters
Donglin Zhan, Haoting Zhang, Rhonda Righter +2
Motivated by the growing need for black-box optimization and data privacy, we introduce a collaborative Bayesian optimization (BO) framework that addresses both of these challenges…
stat.ML2024
Language Model Prompt Selection via Simulation Optimization
Haoting Zhang, Jinghai He, Rhonda Righter +1
With the advancement in generative language models, the selection of prompts has gained significant attention in recent years. A prompt is an instruction or description provided by…