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Bayesian Optimization

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TitleStatusHype
Merge Kernel for Bayesian Optimization on Permutation Space—0
Lightweight Federated Learning over Wireless Edge Networks—0
Blind Targeting: Personalization under Third-Party Privacy Constraints—0
Reinforcement Learning Increases Wind Farm Power Production by Enabling Closed-Loop Collaborative ControlCode0
Machine-Learning-Assisted Photonic Device Development: A Multiscale Approach from Theory to Characterization—0
Feasibility-Driven Trust Region Bayesian Optimization—0
Bayesian Optimization with Inexact Acquisition: Is Random Grid Search Sufficient?—0
Fast Bayesian Optimization of Function Networks with Partial EvaluationsCode0
The Gittins Index: A Design Principle for Decision-Making Under Uncertainty—0
Efficient Learning of Vehicle Controller Parameters via Multi-Fidelity Bayesian Optimization: From Simulation to Experiment—0
ORFS-agent: Tool-Using Agents for Chip Design Optimization—0
ASPO: Constraint-Aware Bayesian Optimization for FPGA-based Soft Processors—0
Active Illumination Control in Low-Light Environments using NightHawk—0
Distributional encoding for Gaussian process regression with qualitative inputs—0
Amortized variational transdimensional inferenceCode0
VirnyFlow: A Design Space for Responsible Model DevelopmentCode0
Bridging Quantum and Classical Computing in Drug Design: Architecture Principles for Improved Molecule GenerationCode0
Test Automation for Interactive Scenarios via Promptable Traffic Simulation—0
Constrained Bayesian Optimization under Bivariate Gaussian Process with Application to Cure Process Optimization—0
Simplifying Bayesian Optimization Via In-Context Direct Optimum Sampling—0
Directed Graph Grammars for Sequence-based LearningCode1
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds—0
Global optimization of graph acquisition functions for neural architecture search—0
BOFormer: Learning to Solve Multi-Objective Bayesian Optimization via Non-Markovian RL—0
Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel—0
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