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| Bayesian Optimization of Robustness Measures Using Randomized GP-UCB-based Algorithms under Input Uncertainty | Apr 4, 2025 | Bayesian Optimization | —Unverified | 0 |
| High Dimensional Bayesian Optimization using Lasso Variable Selection | Apr 2, 2025 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Migrating a Job Search Relevance Function | Apr 2, 2025 | Bayesian Optimization | —Unverified | 0 |
| Why risk matters for protein binder design | Mar 31, 2025 | Bayesian OptimizationModel Selection | —Unverified | 0 |
| Graph-Eq: Discovering Mathematical Equations using Graph Generative Models | Mar 30, 2025 | Bayesian OptimizationEquation Discovery | —Unverified | 0 |
| Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints | Mar 27, 2025 | Active LearningBayesian Optimization | —Unverified | 0 |
| Data Mixture Optimization: A Multi-fidelity Multi-scale Bayesian Framework | Mar 26, 2025 | Bayesian OptimizationSequential Decision Making | CodeCode Available | 0 |
| Automated and Risk-Aware Engine Control Calibration Using Constrained Bayesian Optimization | Mar 26, 2025 | Bayesian OptimizationSelf-Learning | —Unverified | 0 |
| Wasserstein Distributionally Robust Bayesian Optimization with Continuous Context | Mar 26, 2025 | Bayesian OptimizationDecision Making | CodeCode Available | 0 |
| Causal Bayesian Optimization with Unknown Graphs | Mar 25, 2025 | Bayesian Optimization | —Unverified | 0 |
| Optimal Parameter Adaptation for Safety-Critical Control via Safe Barrier Bayesian Optimization | Mar 25, 2025 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization of a Lightweight and Accurate Neural Network for Aerodynamic Performance Prediction | Mar 25, 2025 | Bayesian Optimization | —Unverified | 0 |
| A Framework for Finding Local Saddle Points in Two-Player Zero-Sum Black-Box Games | Mar 23, 2025 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Machine Learning - Driven Materials Discovery: Unlocking Next-Generation Functional Materials -- A minireview | Mar 22, 2025 | AutoMLBayesian Optimization | —Unverified | 0 |
| Bayesian Optimization for CVaR-based portfolio optimization | Mar 22, 2025 | Bayesian OptimizationPortfolio Optimization | —Unverified | 0 |
| HAPI: A Model for Learning Robot Facial Expressions from Human Preferences | Mar 21, 2025 | Bayesian OptimizationFacial expression generation | CodeCode Available | 0 |
| Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability | Mar 21, 2025 | Adversarial RobustnessBayesian Optimization | —Unverified | 0 |
| Preferential Multi-Objective Bayesian Optimization for Drug Discovery | Mar 21, 2025 | Bayesian OptimizationDrug Discovery | —Unverified | 0 |
| Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models | Mar 19, 2025 | Bayesian OptimizationCode Generation | —Unverified | 0 |
| Exploiting Prior Knowledge in Preferential Learning of Individualized Autonomous Vehicle Driving Styles | Mar 19, 2025 | Bayesian OptimizationModel Predictive Control | —Unverified | 0 |
| Geometric Parameter Estimations of Perovskite Solar Cells Based on Optical Simulations | Mar 13, 2025 | Bayesian Optimization | —Unverified | 0 |