bayesian optimization

Bayesian Optimization for Unknown Cost-Varying Variable Subsets with No-Regret Costs AAAI 2025 Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds ICML 2025 Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences ICLR 2025 Bayesian Optimization over Bounded Domains with the Beta Product Kernel UAI 2025 Bayesian Optimization via Continual Variational Last Layer Training ICLR 2025 Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient? UAI 2025 BayesKD: Bayesian Knowledge Distillation for Compact LLMs in Constrained Fine-tuning Scenarios ACL 2025 BILBO: BILevel Bayesian Optimization ICML 2025 BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models AAAI 2025 BoFire: Bayesian Optimization Framework Intended for Real Experiments JMLR 2025 BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL ICLR 2025 BOIDS: High-Dimensional Bayesian Optimization via Incumbent-Guided Direction Lines and Subspace Embeddings AAAI 2025 Calibrated Regression Against An Adversary Without Regret UAI 2025 CATO: End-to-End Optimization of ML-Based Traffic Analysis Pipelines NSDI 2025 Causal Discovery via Bayesian Optimization ICLR 2025 Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel ICML 2025 CoffeeBoost: Gradient Boosting Native Conformal Inference for Bayesian Optimization AAAI 2025 COM-BOM: Bayesian Exemplar Search for Efficiently Exploring the Accuracy-Calibration Pareto Frontier EMNLP 2025 Composable Cross-prompt Essay Scoring by Merging Models EMNLP 2025 Confidence-Aware Reasoning: Optimizing Self-Guided Thinking Trajectories in Large Reasoning Models EMNLP 2025 Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation AISTATS 2025 Constrained Preferential Bayesian Optimization and Its Application in Banner Ad Design IJCAI 2025 Data-scarce Behavior Editing of Language Models EMNLP 2025 De Novo Molecular and Crystal Design with Latent Space Bayesian Optimization AAAI 2025 Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning ICML 2025