| Derivation of Closed Form of Expected Improvement for Gaussian Process Trained on Log-Transformed Objective | Nov 27, 2024 | Bayesian OptimizationForm | —Unverified | 0 |
| Fast, Precise Thompson Sampling for Bayesian Optimization | Nov 26, 2024 | Bayesian OptimizationSTS | CodeCode Available | 0 |
| Robust Bayesian Optimization via Localized Online Conformal Prediction | Nov 26, 2024 | Bayesian OptimizationConformal Prediction | CodeCode Available | 0 |
| Joint Resource Optimization, Computation Offloading and Resource Slicing for Multi-Edge Traffic-Cognitive Networks | Nov 26, 2024 | Bayesian OptimizationEdge-computing | —Unverified | 0 |
| A Parameter Adaptive Trajectory Tracking and Motion Control Framework for Autonomous Vehicle | Nov 25, 2024 | Autonomous VehiclesBayesian Optimization | —Unverified | 0 |
| Alpha Entropy Search for New Information-based Bayesian Optimization | Nov 25, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| Local Bayesian Optimization for Controller Tuning with Crash Constraints | Nov 25, 2024 | Bayesian Optimization | —Unverified | 0 |
| A Simple and Efficient Approach to Batch Bayesian Optimization | Nov 25, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| Fine-Grained Alignment in Vision-and-Language Navigation through Bayesian Optimization | Nov 22, 2024 | Bayesian OptimizationContrastive Learning | —Unverified | 0 |
| GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs | Nov 21, 2024 | Bayesian OptimizationRed Teaming | CodeCode Available | 1 |
| Indiscriminate Disruption of Conditional Inference on Multivariate Gaussians | Nov 21, 2024 | Bayesian Optimization | CodeCode Available | 0 |
| Tree Species Classification using Machine Learning and 3D Tomographic SAR -- a case study in Northern Europe | Nov 19, 2024 | Bayesian OptimizationClassification | —Unverified | 0 |
| LEDRO: LLM-Enhanced Design Space Reduction and Optimization for Analog Circuits | Nov 19, 2024 | Bayesian OptimizationReinforcement Learning (RL) | CodeCode Available | 1 |
| Action-Attentive Deep Reinforcement Learning for Autonomous Alignment of Beamlines | Nov 19, 2024 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose | Nov 19, 2024 | 3D Pose EstimationBayesian Optimization | —Unverified | 0 |
| Transformer Neural Processes -- Kernel Regression | Nov 19, 2024 | Bayesian Optimizationregression | —Unverified | 0 |
| Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection | Nov 17, 2024 | Bayesian OptimizationFairness | CodeCode Available | 0 |
| Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks Through Bayesian Optimization | Nov 16, 2024 | Bayesian OptimizationFairness | CodeCode Available | 0 |
| A Bayesian Optimization Approach to Machine Translation Reranking | Nov 14, 2024 | Bayesian OptimizationMachine Translation | CodeCode Available | 0 |
| CropCraft: Inverse Procedural Modeling for 3D Reconstruction of Crop Plants | Nov 14, 2024 | 3D ReconstructionBayesian Optimization | —Unverified | 0 |
| Collaborative and Federated Black-box Optimization: A Bayesian Optimization Perspective | Nov 12, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Model Fusion through Bayesian Optimization in Language Model Fine-Tuning | Nov 11, 2024 | Bayesian OptimizationLanguage Modeling | CodeCode Available | 0 |
| Alleviating Hyperparameter-Tuning Burden in SVM Classifiers for Pulmonary Nodules Diagnosis with Multi-Task Bayesian Optimization | Nov 9, 2024 | Bayesian Optimization | —Unverified | 0 |
| Inversion-based Latent Bayesian Optimization | Nov 8, 2024 | Bayesian OptimizationDecoder | CodeCode Available | 1 |
| AMSnet-KG: A Netlist Dataset for LLM-based AMS Circuit Auto-Design Using Knowledge Graph RAG | Nov 7, 2024 | Bayesian OptimizationHallucination | —Unverified | 0 |