| DUET: Optimizing Training Data Mixtures via Feedback from Unseen Evaluation Tasks | Feb 1, 2025 | Bayesian Optimization | CodeCode Available | 0 |
| Pareto-frontier Entropy Search with Variational Lower Bound Maximization | Jan 31, 2025 | Bayesian Optimization | —Unverified | 0 |
| Optimizing Through Change: Bounds and Recommendations for Time-Varying Bayesian Optimization Algorithms | Jan 31, 2025 | Bayesian Optimization | —Unverified | 0 |
| Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization | Jan 31, 2025 | Bayesian OptimizationDrug Design | —Unverified | 0 |
| A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization | Jan 30, 2025 | Bayesian OptimizationVariational Inference | —Unverified | 0 |
| Bayesian Optimization with Preference Exploration by Monotonic Neural Network Ensemble | Jan 30, 2025 | Bayesian Optimization | —Unverified | 0 |
| CONELPABO: composite networks learning via parallel Bayesian optimization to predict remaining useful life in predictive maintenance | Jan 29, 2025 | Bayesian OptimizationTime Series | CodeCode Available | 0 |
| A finite element-based machine learning model for hydro-mechanical analysis of swelling behavior in clay-sulfate rocks | Jan 29, 2025 | Bayesian Optimization | —Unverified | 0 |
| Machine-Learning-Enhanced Optimization of Noise-Resilient Variational Quantum Eigensolvers | Jan 29, 2025 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM Pruning | Jan 28, 2025 | Bayesian OptimizationFace Detection | CodeCode Available | 0 |
| Language-Based Bayesian Optimization Research Assistant (BORA) | Jan 27, 2025 | Bayesian Optimization | —Unverified | 0 |
| BoTier: Multi-Objective Bayesian Optimization with Tiered Composite Objectives | Jan 26, 2025 | Bayesian Optimization | CodeCode Available | 1 |
| Causal Discovery via Bayesian Optimization | Jan 25, 2025 | Bayesian OptimizationCausal Discovery | CodeCode Available | 1 |
| Selecting Critical Scenarios of DER Adoption in Distribution Grids Using Bayesian Optimization | Jan 23, 2025 | Bayesian Optimization | —Unverified | 0 |
| Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function | Jan 23, 2025 | Bayesian OptimizationDeep Learning | —Unverified | 0 |
| Co-Learning Bayesian Optimization | Jan 23, 2025 | AttributeBayesian Optimization | —Unverified | 0 |
| LITE: Efficiently Estimating Gaussian Probability of Maximality | Jan 23, 2025 | Bayesian OptimizationDrug Discovery | CodeCode Available | 0 |
| Safety in safe Bayesian optimization and its ramifications for control | Jan 23, 2025 | Bayesian Optimization | —Unverified | 0 |
| Information-theoretic Bayesian Optimization: Survey and Tutorial | Jan 22, 2025 | Bayesian OptimizationSurvey | —Unverified | 0 |
| Distributed Model Predictive Control Design for Multi-agent Systems via Bayesian Optimization | Jan 22, 2025 | Bayesian OptimizationDistributed Optimization | —Unverified | 0 |
| Lipschitz Safe Bayesian Optimization for Automotive Control | Jan 22, 2025 | Bayesian Optimization | —Unverified | 0 |
| Early Stopping Bayesian Optimization for Controller Tuning | Jan 20, 2025 | Bayesian Optimization | CodeCode Available | 0 |
| DeepEyeNet: Adaptive Genetic Bayesian Algorithm Based Hybrid ConvNeXtTiny Framework For Multi-Feature Glaucoma Eye Diagnosis | Jan 19, 2025 | Bayesian Optimization | —Unverified | 0 |
| Mathematical model of parameters relevance in adaptive level-crossing sampling for electrocardiogram signals | Jan 18, 2025 | Bayesian OptimizationData Compression | —Unverified | 0 |
| QGAPHEnsemble : Combining Hybrid QLSTM Network Ensemble via Adaptive Weighting for Short Term Weather Forecasting | Jan 18, 2025 | Bayesian OptimizationDecision Making | —Unverified | 0 |
