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Bayesian Optimization

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Showing 351–400 of 1900 papers

TitleStatusHype
MOHPER: Multi-objective Hyperparameter Optimization Framework for E-commerce Retrieval System—0
BARK: A Fully Bayesian Tree Kernel for Black-box Optimization—0
Deterministic Global Optimization of the Acquisition Function in Bayesian Optimization: To Do or Not To Do?—0
On the Data-Driven Modeling of Price-Responsive Flexible Loads: Formulation and Algorithm—0
Weighted Euclidean Distance Matrices over Mixed Continuous and Categorical Inputs for Gaussian Process ModelsCode0
Improving Oil Slick Trajectory Simulations with Bayesian Optimization—0
Constrained multi-fidelity Bayesian optimization with automatic stop condition—0
PABBO: Preferential Amortized Black-Box OptimizationCode0
A physics-informed Bayesian optimization method for rapid development of electrical machines—0
Few-shot crack image classification using clip based on bayesian optimization—0
Predicting Cascading Failures in Power Systems using Machine Learning—0
Tuning-Free Structured Sparse PCA via Deep Unfolding NetworksCode0
ChatMol: A Versatile Molecule Designer Based on the Numerically Enhanced Large Language Model—0
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems—0
Bayesian Optimization for Controlled Image Editing via LLMs—0
Maximizing Spectrum Efficiency of Data-Carrying Reference Signals via Bayesian Optimization—0
An Adversarial Analysis of Thompson Sampling for Full-information Online Learning: from Finite to Infinite Action Spaces—0
Multi-Objective Bayesian Optimization for Networked Black-Box Systems: A Path to Greener Profits and Smarter DesignsCode0
Universal Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and Discovery—0
Pushing the Limits of the Reactive Affine Shaker Algorithm to Higher Dimensions—0
Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization—0
Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective—0
Assessing the impacts of tradable credit schemes through agent-based simulation—0
A Hybrid Transformer Model for Fake News Detection: Leveraging Bayesian Optimization and Bidirectional Recurrent Unit—0
Understanding High-Dimensional Bayesian Optimization—0
Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent Space—0
Adaptive Multi-Objective Bayesian Optimization for Capacity Planning of Hybrid Heat Sources in Electric-Heat Coupling Systems of Cold Regions—0
Bayesian Optimization for Building Social-Influence-Free Consensus—0
User-Preference Meets Pareto-Optimality: Multi-Objective Bayesian Optimization with Local Gradient Search—0
Bayesian Optimization by Kernel Regression and Density-based Exploration—0
Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development—0
Scalable Differentially Private Bayesian Optimization—0
MetaML-Pro: Cross-Stage Design Flow Automation for Efficient Deep Learning Acceleration—0
Probabilistic Artificial Intelligence—0
BILBO: BILevel Bayesian OptimizationCode0
LLM-USO: Large Language Model-based Universal Sizing Optimizer—0
Meta-Prompt Optimization for LLM-Based Sequential Decision Making—0
DUET: Optimizing Training Data Mixtures via Feedback from Unseen Evaluation TasksCode0
Optimizing Through Change: Bounds and Recommendations for Time-Varying Bayesian Optimization Algorithms—0
Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization—0
Pareto-frontier Entropy Search with Variational Lower Bound Maximization—0
A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization—0
Bayesian Optimization with Preference Exploration by Monotonic Neural Network Ensemble—0
A finite element-based machine learning model for hydro-mechanical analysis of swelling behavior in clay-sulfate rocks—0
CONELPABO: composite networks learning via parallel Bayesian optimization to predict remaining useful life in predictive maintenanceCode0
Machine-Learning-Enhanced Optimization of Noise-Resilient Variational Quantum Eigensolvers—0
B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM PruningCode0
Language-Based Bayesian Optimization Research Assistant (BORA)—0
Co-Learning Bayesian Optimization—0
LITE: Efficiently Estimating Gaussian Probability of MaximalityCode0
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