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Bayesian Optimization

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Showing 1401–1450 of 1900 papers

TitleStatusHype
Lifelong Learning for Sentiment Classification—0
Lightweight Federated Learning over Wireless Edge Networks—0
LinEasyBO: Scalable Bayesian Optimization Approach for Analog Circuit Synthesis via One-Dimensional Subspaces—0
Lipschitz Safe Bayesian Optimization for Automotive Control—0
LLM-USO: Large Language Model-based Universal Sizing Optimizer—0
Local Bayesian Optimization for Controller Tuning with Crash Constraints—0
Local Bayesian Optimization of Motor Skills—0
Local Differential Privacy for Bayesian Optimization—0
Local Nonstationarity for Efficient Bayesian Optimization—0
Why Non-myopic Bayesian Optimization is Promising and How Far Should We Look-ahead? A Study via Rollout—0
Lookahead Bayesian Optimization with Inequality Constraints—0
Optimizing with Low Budgets: a Comparison on the Black-box Optimization Benchmarking Suite and OpenAI Gym—0
Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning—0
Machine Learning Accelerated Likelihood-Free Event Reconstruction in Dark Matter Direct Detection—0
Machine-Learning-Assisted Photonic Device Development: A Multiscale Approach from Theory to Characterization—0
AutoPilot: Automating SoC Design Space Exploration for SWaP Constrained Autonomous UAVs—0
Machine Learning based optimization for interval uncertainty propagation—0
Machine Learning - Driven Materials Discovery: Unlocking Next-Generation Functional Materials -- A minireview—0
Machine Learning Driven Sensitivity Analysis of E3SM Land Model Parameters for Wetland Methane Emissions—0
Machine-Learning-Enhanced Optimization of Noise-Resilient Variational Quantum Eigensolvers—0
Machine learning for accelerating the discovery of high performance low-cost solar cells: a systematic review—0
Machine Learning for high speed channel optimization—0
Machine-Learning-Optimized Perovskite Nanoplatelet Synthesis—0
Machine learning thermal circuit network model for thermal design optimization of electronic circuit board layout with transient heating chips—0
Many Objective Bayesian Optimization—0
Map-based Multi-Policy Reinforcement Learning: Enhancing Adaptability of Robots by Deep Reinforcement Learning—0
Mastering the exploration-exploitation trade-off in Bayesian Optimization—0
Mathematical model of parameters relevance in adaptive level-crossing sampling for electrocardiogram signals—0
Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles—0
Maximizing Spectrum Efficiency of Data-Carrying Reference Signals via Bayesian Optimization—0
Maximum a Posteriori Estimation for Linear Structural Dynamics Models Using Bayesian Optimization with Rational Polynomial Chaos Expansions—0
Mean-Variance Analysis in Bayesian Optimization under Uncertainty—0
Mechanism Design Optimization through CAD-Based Bayesian Optimization and Quantified Constraints—0
Merge Kernel for Bayesian Optimization on Permutation Space—0
Meta-Learning Conjugate Priors for Few-Shot Bayesian Optimization—0
Meta-Learning Hypothesis Spaces for Sequential Decision-making—0
Meta-Learning Priors for Safe Bayesian Optimization—0
Meta-Learning Reliable Priors in the Function Space—0
MetaML-Pro: Cross-Stage Design Flow Automation for Efficient Deep Learning Acceleration—0
Meta-Prompt Optimization for LLM-Based Sequential Decision Making—0
Migrating a Job Search Relevance Function—0
TS-RSR: A provably efficient approach for batch Bayesian Optimization—0
Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization—0
Mixed-Variable Bayesian Optimization—0
Mixed Variable Bayesian Optimization with Frequency Modulated Kernels—0
MobileCaps: A Lightweight Model for Screening and Severity Analysis of COVID-19 Chest X-Ray Images—0
Model-agnostic bias mitigation methods with regressor distribution control for Wasserstein-based fairness metrics—0
Model-based Causal Bayesian Optimization—0
Model-Free Reconstruction of Capacity Degradation Trajectory of Lithium-Ion Batteries Using Early Cycle Data—0
Modeling All Response Surfaces in One for Conditional Search Spaces—0
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