bayesian optimization

DORA: Dynamic Optimization Prompt for Continuous Reflection of LLM-based Agent COLING 2025 Dynamic Fisher-weighted Model Merging via Bayesian Optimization NAACL 2025 EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization ICML 2025 Efficient Language-instructed Skill Acquisition via Reward-Policy Co-Evolution AAAI 2025 Expected Hypervolume Improvement Is a Particular Hypervolume Improvement AAAI 2025 Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models AAAI 2025 Exploring Exploration in Bayesian Optimization UAI 2025 Fast Bayesian Optimization of Function Networks with Partial Evaluations AutoML 2025 Feasibility-Driven Trust Region Bayesian Optimization AutoML 2025 Finding Interior Optimum of Black-box Constrained Objective with Bayesian Optimization UAI 2025 FreqTS: Frequency-Aware Token Selection for Accelerating Diffusion Models AAAI 2025 From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation ICLR 2025 FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch ICML 2025 Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation AISTATS 2025 High-Dimensional Bayesian Optimisation with Gaussian Process Prior Variational Autoencoders ICLR 2025 High Dimensional Bayesian Optimization using Lasso Variable Selection AISTATS 2025 Hyperband-based Bayesian Optimization for Black-box Prompt Selection ICML 2025 Language-Based Bayesian Optimization Research Assistant (BORA) IJCAI 2025 Latent Bayesian Optimization via Autoregressive Normalizing Flows ICLR 2025 LITE: Efficiently Estimating Gaussian Probability of Maximality AISTATS 2025 LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? EMNLP 2025 Maximizing Intermediate Checkpoint Value in LLM Pretraining with Bayesian Optimization ICML 2025 Modeling All Response Surfaces in One for Conditional Search Spaces AAAI 2025 Multi-Objective Molecular Design Through Learning Latent Pareto Set AAAI 2025 Multi-Timescale Dynamics Model Bayesian Optimization for Plasma Stabilization in Tokamaks ICML 2025