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| Surrogate-guided optimization in quantum networks | Jul 24, 2024 | Bayesian Optimization | —Unverified | 0 |
| Addressing Out-of-Distribution Challenges in Image Semantic Communication Systems with Multi-modal Large Language Models | Jul 22, 2024 | Bayesian OptimizationImage Reconstruction | —Unverified | 0 |
| Trading Devil Final: Backdoor attack via Stock market and Bayesian Optimization | Jul 21, 2024 | Automatic Speech RecognitionBackdoor Attack | —Unverified | 0 |
| Hyperparameter Optimization for Driving Strategies Based on Reinforcement Learning | Jul 19, 2024 | Autonomous DrivingBayesian Optimization | —Unverified | 0 |
| Automated and Holistic Co-design of Neural Networks and ASICs for Enabling In-Pixel Intelligence | Jul 18, 2024 | Bayesian Optimization | —Unverified | 0 |
| Temperature Distribution Prediction in Laser Powder Bed Fusion using Transferable and Scalable Graph Neural Networks | Jul 18, 2024 | Bayesian OptimizationFeature Engineering | —Unverified | 0 |
| Distribution System Reconfiguration to Mitigate Load Altering Attacks via Stackelberg Games | Jul 9, 2024 | Bayesian Optimization | —Unverified | 0 |
| Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization | Jul 8, 2024 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Augmented Bayesian Policy Search | Jul 5, 2024 | Bayesian OptimizationLEMMA | —Unverified | 0 |
| Uncertainty-Guided Optimization on Large Language Model Search Trees | Jul 4, 2024 | Bayesian OptimizationEfficient Exploration | CodeCode Available | 0 |
| Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data | Jul 3, 2024 | Bayesian OptimizationClassification | —Unverified | 0 |
| It's Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-objective Optimization | Jun 29, 2024 | Bayesian OptimizationLanguage Modelling | —Unverified | 0 |
| In-situ Controller Autotuning by Bayesian Optimization for Closed-loop Feedback Control of Laser Powder Bed Fusion Process | Jun 27, 2024 | Bayesian Optimization | —Unverified | 0 |
| ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models | Jun 26, 2024 | Bayesian OptimizationIn-Context Learning | —Unverified | 0 |
| Modularity Based Community Detection in Hypergraphs | Jun 25, 2024 | Bayesian OptimizationCommunity Detection | CodeCode Available | 0 |
| Convolutional neural network for Lyman break galaxies classification and redshift regression in DESI (Dark Energy Spectroscopic Instrument) | Jun 24, 2024 | Bayesian OptimizationData Augmentation | —Unverified | 0 |
| CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization | Jun 24, 2024 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Pessimistic asynchronous sampling in high-cost Bayesian optimization | Jun 21, 2024 | Bayesian Optimization | —Unverified | 0 |
| Preferential Multi-Objective Bayesian Optimization | Jun 20, 2024 | Autonomous DrivingBayesian Optimization | —Unverified | 0 |
| Towards Bayesian Data Selection | Jun 18, 2024 | Active LearningAdditive models | —Unverified | 0 |
| SCORE: A 1D Reparameterization Technique to Break Bayesian Optimization's Curse of Dimensionality | Jun 18, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| Active search for Bifurcations | Jun 17, 2024 | Active LearningBayesian Optimization | —Unverified | 0 |
| Bayesian Intervention Optimization for Causal Discovery | Jun 16, 2024 | Bayesian OptimizationCausal Discovery | —Unverified | 0 |
| Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization | Jun 13, 2024 | Bayesian OptimizationDiversity | CodeCode Available | 0 |