| Towards General and Efficient Online Tuning for Spark | Sep 5, 2023 | Bayesian OptimizationCPU | —Unverified | 0 |
| Optimization tools for Twin-in-the-Loop vehicle control design: analysis and yaw-rate tracking case study | Sep 5, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Polynomial-Model-Based Optimization for Blackbox Objectives | Sep 1, 2023 | Bayesian Optimizationmodel | —Unverified | 0 |
| Ensemble of Anchor-Free Models for Robust Bangla Document Layout Segmentation | Aug 28, 2023 | Bayesian OptimizationImage Augmentation | —Unverified | 0 |
| Constrained Bayesian Optimization Using a Lagrange Multiplier Applied to Power Transistor Design | Aug 18, 2023 | Bayesian Optimization | —Unverified | 0 |
| BREATHE: Second-Order Gradients and Heteroscedastic Emulation based Design Space Exploration | Aug 16, 2023 | Bayesian Optimization | —Unverified | 0 |
| Robust Bayesian Satisficing | Aug 16, 2023 | Bayesian Optimization | —Unverified | 0 |
| Backpropagation Path Search On Adversarial Transferability | Aug 15, 2023 | Bayesian Optimization | —Unverified | 0 |
| Approximate and Weighted Data Reconstruction Attack in Federated Learning | Aug 13, 2023 | Bayesian OptimizationFederated Learning | —Unverified | 0 |
| Efficient Bayesian Optimization with Deep Kernel Learning and Transformer Pre-trained on Multiple Heterogeneous Datasets | Aug 9, 2023 | Bayesian Optimization | —Unverified | 0 |
| Generative Models for Anomaly Detection and Design-Space Dimensionality Reduction in Shape Optimization | Aug 8, 2023 | Anomaly DetectionBayesian Optimization | —Unverified | 0 |
| Finding the Optimum Design of Large Gas Engines Prechambers Using CFD and Bayesian Optimization | Aug 3, 2023 | Bayesian Optimization | —Unverified | 0 |
| Predictive Modeling through Hyper-Bayesian Optimization | Aug 1, 2023 | Bayesian OptimizationModel Selection | —Unverified | 0 |
| Dependency Structure Search Bayesian Optimization for Decision Making Models | Aug 1, 2023 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Model-based Causal Bayesian Optimization | Jul 31, 2023 | Bayesian Optimizationcounterfactual | —Unverified | 0 |
| Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation | Jul 25, 2023 | Bayesian Optimization | —Unverified | 0 |
| Effective Scaling of High-Fidelity Electric Motor Models for Electric Powertrain Design Optimization | Jul 24, 2023 | Bayesian Optimization | —Unverified | 0 |
| Physics-based Reduced Order Modeling for Uncertainty Quantification of Guided Wave Propagation using Bayesian Optimization | Jul 18, 2023 | Bayesian OptimizationStructural Health Monitoring | —Unverified | 0 |
| Towards Model-Size Agnostic, Compute-Free, Memorization-based Inference of Deep Learning | Jul 14, 2023 | Bayesian OptimizationMemorization | —Unverified | 0 |
| MALIBO: Meta-learning for Likelihood-free Bayesian Optimization | Jul 7, 2023 | Bayesian OptimizationMeta-Learning | CodeCode Available | 0 |
| TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction | Jul 7, 2023 | Bayesian OptimizationChatbot | CodeCode Available | 0 |
| Optimal Scalarizations for Sublinear Hypervolume Regret | Jul 6, 2023 | Bayesian Optimization | —Unverified | 0 |
| Bayesian Optimization with Formal Safety Guarantees via Online Conformal Prediction | Jun 30, 2023 | Bayesian OptimizationConformal Prediction | —Unverified | 0 |
| Collaborative and Distributed Bayesian Optimization via Consensus: Showcasing the Power of Collaboration for Optimal Design | Jun 25, 2023 | Bayesian Optimization | CodeCode Available | 0 |
| Safe Risk-averse Bayesian Optimization for Controller Tuning | Jun 23, 2023 | Bayesian Optimization | —Unverified | 0 |
| Practical First-Order Bayesian Optimization Algorithms | Jun 19, 2023 | Bayesian Optimization | —Unverified | 0 |
| Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization | Jun 16, 2023 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses | Jun 16, 2023 | Bayesian Optimization | CodeCode Available | 0 |
| Amortized Inference for Gaussian Process Hyperparameters of Structured Kernels | Jun 16, 2023 | Active LearningBayesian Optimization | CodeCode Available | 0 |
| Tune As You Scale: Hyperparameter Optimization For Compute Efficient Training | Jun 13, 2023 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Provably Efficient Bayesian Optimization with Unknown Gaussian Process Hyperparameter Estimation | Jun 12, 2023 | Bayesian Optimization | —Unverified | 0 |
| Functional Causal Bayesian Optimization | Jun 10, 2023 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Adaptive Batch Sizes for Active Learning A Probabilistic Numerics Approach | Jun 9, 2023 | Active LearningBayesian Optimisation | CodeCode Available | 0 |
| Ambulance Demand Prediction via Convolutional Neural Networks | Jun 8, 2023 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Bayesian Optimization of Expensive Nested Grey-Box Functions | Jun 8, 2023 | Bayesian Optimization | —Unverified | 0 |
| Self-Adjusting Weighted Expected Improvement for Bayesian Optimization | Jun 7, 2023 | Bayesian OptimizationBenchmarking | CodeCode Available | 0 |
| BOtied: Multi-objective Bayesian optimization with tied multivariate ranks | Jun 1, 2023 | Bayesian Optimization | CodeCode Available | 0 |
| Large-Batch, Iteration-Efficient Neural Bayesian Design Optimization | Jun 1, 2023 | Bayesian OptimizationEfficient Exploration | CodeCode Available | 0 |
| Efficient and Robust Bayesian Selection of Hyperparameters in Dimension Reduction for Visualization | Jun 1, 2023 | Bayesian OptimizationDimensionality Reduction | —Unverified | 0 |
| Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian Optimization | May 31, 2023 | Bayesian Optimization | CodeCode Available | 0 |
| Identification of stormwater control strategies and their associated uncertainties using Bayesian Optimization | May 29, 2023 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| Optimization for truss design using Bayesian optimization | May 27, 2023 | Bayesian Optimization | —Unverified | 0 |
| Benchmarking state-of-the-art gradient boosting algorithms for classification | May 26, 2023 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Inverse Protein Folding Using Deep Bayesian Optimization | May 25, 2023 | Bayesian OptimizationProtein Folding | —Unverified | 0 |
| The Behavior and Convergence of Local Bayesian Optimization | May 24, 2023 | Bayesian Optimization | CodeCode Available | 0 |
| Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning | May 24, 2023 | Bayesian OptimizationDensity Ratio Estimation | —Unverified | 0 |
| Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML | May 23, 2023 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Learning Relevant Contextual Variables Within Bayesian Optimization | May 23, 2023 | Bayesian OptimizationModel Selection | CodeCode Available | 0 |
| Multi-objective optimisation via the R2 utilities | May 19, 2023 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 |
| Autonomous sputter synthesis of thin film nitrides with composition controlled by Bayesian optimization of optical plasma emission | May 18, 2023 | Bayesian Optimization | —Unverified | 0 |