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Bayesian Optimization

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Showing 251–275 of 1900 papers

TitleStatusHype
Respecting the limit:Bayesian optimization with a bound on the optimal value—0
Harnessing the Power of Gradient-Based Simulations for Multi-Objective Optimization in Particle Accelerators—0
Constrained composite Bayesian optimization for rational synthesis of polymeric particles—0
Reducing Hyperparameter Tuning Costs in ML, Vision and Language Model Training Pipelines via Memoization-AwarenessCode0
Constrained Multi-objective Bayesian Optimization through Optimistic Constraints EstimationCode0
Graph Agnostic Causal Bayesian Optimisation—0
Towards safe Bayesian optimization with Wiener kernel regressionCode0
Conditional Latent Space Molecular Scaffold Optimization for Accelerated Molecular Design—0
Transfer Learning for Finetuning Large Language Models—0
MetaMetrics-MT: Tuning Meta-Metrics for Machine Translation via Human Preference CalibrationCode1
EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization—0
Robust Gaussian Processes via Relevance Pursuit—0
Reverse Attitude Statistics Based Star Map Identification Method—0
Multi-fidelity Machine Learning for Uncertainty Quantification and Optimization—0
HiBO: Hierarchical Bayesian Optimization via Adaptive Search Space Partitioning—0
Bayesian Optimization for Hyperparameters Tuning in Neural Networks—0
Optimizing Posterior Samples for Bayesian Optimization via RootfindingCode1
Sequential Large Language Model-Based Hyper-parameter OptimizationCode0
Bayesian optimization for robust robotic grasping using a sensorized compliant hand—0
Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation—0
Unleashing the Potential of Multi-Channel Fusion in Retrieval for Personalized Recommendations—0
Distributed Thompson sampling under constrained communicationCode0
Foundations of Adaptive High-Level Tight Control of Prostate Cancer: A Path from From Terminal Disease to Chronic Condition—0
Near-Optimal Algorithm for Non-Stationary Kernelized Bandits—0
Transferable Multi-Fidelity Bayesian Optimization for Radio Resource Management—0
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