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Bayesian Optimization

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Showing 601–650 of 1900 papers

TitleStatusHype
Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization—0
Unlocking Profit Potential: Maximizing Returns with Bayesian Optimization of Supertrend Indicator Parameters—0
This Too Shall Pass: Removing Stale Observations in Dynamic Bayesian OptimizationCode0
Retrieval-Augmented Mining of Temporal Logic Specifications from Data—0
Heteroscedastic Preferential Bayesian Optimization with Informative Noise Distributions—0
Discovering Physics-Informed Neural Networks Model for Solving Partial Differential Equations through Evolutionary ComputationCode0
Control-Aware Transmit Power Allocation for 6G In-Factory Subnetwork Control Systems—0
Efficient Line Search Method Based on Regression and Uncertainty Quantification—0
Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Bayesian Optimization—0
Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization—0
CMA-ES for Safe Optimization—0
CatCMA : Stochastic Optimization for Mixed-Category Problems—0
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models—0
The DNA of Calabi-Yau Hypersurfaces—0
An adaptive approach to Bayesian Optimization with switching costs—0
CAGES: Cost-Aware Gradient Entropy Search for Efficient Local Multi-Fidelity Bayesian OptimizationCode0
Bayesian optimization for stable properties amid processing fluctuations in sputter depositionCode0
Don't Waste Your Time: Early Stopping Cross-ValidationCode0
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental DesignCode0
Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation—0
Dynamic Anisotropic Smoothing for Noisy Derivative-Free Optimization—0
Data Augmentation Policy Search for Long-Term Forecasting—0
Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning—0
Bayesian-Guided Generation of Synthetic Microbiomes with Minimized Pathogenicity—0
Optimal Initialization of Batch Bayesian OptimizationCode0
A Continuous Relaxation for Discrete Bayesian OptimizationCode0
Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models—0
Transductive Spiking Graph Neural Networks for Loihi—0
Physics-based reward driven image analysis in microscopyCode0
Adaptive Bayesian Optimization for High-Precision Motion Systems—0
Machine Learning-Guided Design of Non-Reciprocal and Asymmetric Elastic Chiral MetamaterialsCode0
KATO: Knowledge Alignment and Transfer for Transistor Sizing of Different Design and Technology—0
Expected Coordinate Improvement for High-Dimensional Bayesian OptimizationCode0
Stability-informed Bayesian Optimization for MPC Cost Function Learning—0
Adaptive Catalyst Discovery Using Multicriteria Bayesian Optimization with Representation LearningCode0
BAHOP: Similarity-based Basin Hopping for A fast hyper-parameter search in WSI classification—0
Human-Algorithm Collaborative Bayesian Optimization for Engineering SystemsCode0
Enhancing Predictive Accuracy in Pharmaceutical Sales Through An Ensemble Kernel Gaussian Process Regression Approach—0
Integrating Marketing Channels into Quantile Transformation and Bayesian Optimization of Ensemble Kernels for Sales Prediction with Gaussian Process Models—0
Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging—0
Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning—0
Composite Bayesian Optimization In Function Spaces Using NEON -- Neural Epistemic Operator Networks—0
Checkpoint Merging via Bayesian Optimization in LLM Pretraining—0
BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models—0
Goal-Oriented Bayesian Optimal Experimental Design for Nonlinear Models using Markov Chain Monte Carlo—0
Guided Bayesian Optimization: Data-Efficient Controller Tuning with Digital Twin—0
Graph Bayesian Optimization for Multiplex Influence MaximizationCode0
Multiple-Source Localization from a Single-Snapshot Observation Using Graph Bayesian OptimizationCode0
On Safety in Safe Bayesian Optimization—0
AutoHLS: Learning to Accelerate Design Space Exploration for HLS Designs—0
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