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| Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models | Dec 22, 2024 | Bayesian Optimization | —Unverified | 0 |
| High-Dimensional Bayesian Optimization via Random Projection of Manifold Subspaces | Dec 21, 2024 | Bayesian OptimizationRepresentation Learning | CodeCode Available | 0 |
| Bayesian Optimization for Unknown Cost-Varying Variable Subsets with No-Regret Costs | Dec 20, 2024 | Bayesian Optimization | —Unverified | 0 |
| A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment | Dec 19, 2024 | Bayesian OptimizationDemand Forecasting | —Unverified | 0 |
| Indirect Query Bayesian Optimization with Integrated Feedback | Dec 18, 2024 | Bayesian OptimizationComputational Efficiency | —Unverified | 0 |
| BOIDS: High-dimensional Bayesian Optimization via Incumbent-guided Direction Lines and Subspace Embeddings | Dec 17, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| Using machine learning to inform harvest control rule design in complex fishery settings | Dec 16, 2024 | Bayesian OptimizationManagement | CodeCode Available | 0 |
| Regional Expected Improvement for Efficient Trust Region Selection in High-Dimensional Bayesian Optimization | Dec 16, 2024 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models | Dec 16, 2024 | Bayesian OptimizationQuantization | —Unverified | 0 |
| Ba-ZebraConf: A Three-Dimension Bayesian Framework for Efficient System Troubleshooting | Dec 15, 2024 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization via Continual Variational Last Layer Training | Dec 12, 2024 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Bayesian optimized deep ensemble for uncertainty quantification of deep neural networks: a system safety case study on sodium fast reactor thermal stratification modeling | Dec 11, 2024 | Bayesian OptimizationUncertainty Quantification | —Unverified | 0 |
| Non-Myopic Multi-Objective Bayesian Optimization | Dec 11, 2024 | Bayesian OptimizationExperimental Design | CodeCode Available | 0 |
| Noise-Aware Bayesian Optimization Approach for Capacity Planning of the Distributed Energy Resources in an Active Distribution Network | Dec 11, 2024 | Bayesian Optimization | —Unverified | 0 |
| Stealthy and Robust Backdoor Attack against 3D Point Clouds through Additional Point Features | Dec 10, 2024 | Backdoor AttackBayesian Optimization | —Unverified | 0 |
| Bayesian Data Augmentation and Training for Perception DNN in Autonomous Aerial Vehicles | Dec 10, 2024 | Autonomous VehiclesBayesian Optimization | CodeCode Available | 0 |
| Hyperband-based Bayesian Optimization for Black-box Prompt Selection | Dec 10, 2024 | Bayesian OptimizationLarge Language Model | —Unverified | 0 |
| Epidemiological Model Calibration via Graybox Bayesian Optimization | Dec 10, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| MoSH: Modeling Multi-Objective Tradeoffs with Soft and Hard Bounds | Dec 9, 2024 | Bayesian OptimizationLarge Language Model | —Unverified | 0 |
| Elucidating microstructural influences on fatigue behavior for additively manufactured Hastelloy X using Bayesian-calibrated crystal plasticity model | Dec 6, 2024 | Bayesian Optimization | —Unverified | 0 |
| Semi-automated transmission control for motorcycle gearshift: design, data-driven tuning and experimental validation | Dec 5, 2024 | Bayesian Optimization | —Unverified | 0 |
| Un-evaluated Solutions May Be Valuable in Expensive Optimization | Dec 5, 2024 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Asynchronous Batch Bayesian Optimization with Pipelining Evaluations for Experimental Resourcex2013constrained Conditions | Dec 5, 2024 | Bayesian OptimizationBenchmarking | CodeCode Available | 0 |
| ParetoFlow: Guided Flows in Multi-Objective Optimization | Dec 4, 2024 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |