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Bayesian Optimization

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Showing 751–800 of 1900 papers

TitleStatusHype
Automated and Holistic Co-design of Neural Networks and ASICs for Enabling In-Pixel Intelligence—0
Bayesian Target-Vector Optimization for Efficient Parameter Reconstruction—0
Bayesian Screening: Multi-test Bayesian Optimization Applied to in silico Material Screening—0
AI-Assisted Transport of Radioactive Ion Beams—0
Active Learning and Bayesian Optimization: a Unified Perspective to Learn with a Goal—0
A Bayesian optimization approach to find Nash equilibria—0
Constrained Preferential Bayesian Optimization and Its Application in Banner Ad Design—0
Robust Model-free Reinforcement Learning with Multi-objective Bayesian Optimization—0
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables—0
Bayesian-Optimized One-Step Diffusion Model with Knowledge Distillation for Real-Time 3D Human Motion Prediction—0
AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family—0
A Hybrid Transformer Model for Fake News Detection: Leveraging Bayesian Optimization and Bidirectional Recurrent Unit—0
Bayesian optimized deep ensemble for uncertainty quantification of deep neural networks: a system safety case study on sodium fast reactor thermal stratification modeling—0
Bayesian Optimized Continual Learning with Attention Mechanism—0
AutoHLS: Learning to Accelerate Design Space Exploration for HLS Designs—0
Active Illumination Control in Low-Light Environments using NightHawk—0
Bayesian Optimization with Unknown Constraints—0
Multi-Attribute Bayesian Optimization With Interactive Preference Learning—0
AutoDistill: an End-to-End Framework to Explore and Distill Hardware-Efficient Language Models—0
Bayesian Optimization with Tree-structured Dependencies—0
Bayesian Optimization with Shape Constraints—0
A Hybrid Feature Fusion Deep Learning Framework for Leukemia Cancer Detection in Microscopic Blood Sample Using Gated Recurrent Unit and Uncertainty Quantification—0
Auto-Differentiating Linear Algebra—0
Bayesian Optimization with Preference Exploration by Monotonic Neural Network Ensemble—0
AutoBSS: An Efficient Algorithm for Block Stacking Style Search—0
A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinforcement Learning—0
Active Contextual Entropy Search—0
Enhancing Gaussian Process Surrogates for Optimization and Posterior Approximation via Random Exploration—0
Bayesian Optimization with Missing Inputs—0
autoBagging: Learning to Rank Bagging Workflows with Metalearning—0
Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection—0
Bayesian optimization with local search—0
A Unified Gaussian Process for Branching and Nested Hyperparameter Optimization—0
Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation—0
A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization—0
Bayesian Optimization with Informative Covariance—0
Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient?—0
AUGUR, A flexible and efficient optimization algorithm for identification of optimal adsorption sites—0
A Hardware-Aware System for Accelerating Deep Neural Network Optimization—0
Bayesian optimization with improved scalability and derivative information for efficient design of nanophotonic structures—0
Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML—0
Augmented Bayesian Policy Search—0
A Gradient-based Bilevel Optimization Approach for Tuning Hyperparameters in Machine Learning—0
Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction—0
Bayesian Optimization with Exponential Convergence—0
Bayesian Optimization with Directionally Constrained Search—0
A Globally Convergent Gradient-based Bilevel Hyperparameter Optimization Method—0
A Bayesian Optimization Approach for Attenuation Correction in SPECT Brain Imaging—0
Comparative Analysis of Black-Box Optimization Methods for Weather Intervention Design—0
Bayesian Optimization with Dimension Scheduling: Application to Biological Systems—0
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