| 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 |
| HomOpt: A Homotopy-Based Hyperparameter Optimization Method | Aug 7, 2023 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Finding the Optimum Design of Large Gas Engines Prechambers Using CFD and Bayesian Optimization | Aug 3, 2023 | Bayesian Optimization | —Unverified | 0 |
| Dependency Structure Search Bayesian Optimization for Decision Making Models | Aug 1, 2023 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Predictive Modeling through Hyper-Bayesian Optimization | Aug 1, 2023 | Bayesian OptimizationModel Selection | —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 |
| TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction | Jul 7, 2023 | Bayesian OptimizationChatbot | CodeCode Available | 0 |
| MALIBO: Meta-learning for Likelihood-free Bayesian Optimization | Jul 7, 2023 | Bayesian OptimizationMeta-Learning | CodeCode Available | 0 |
| Optimal Scalarizations for Sublinear Hypervolume Regret | Jul 6, 2023 | Bayesian Optimization | —Unverified | 0 |
| Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces | Jul 2, 2023 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| 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 |
| Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent | Jun 20, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Multi-Fidelity Active Learning with GFlowNets | Jun 20, 2023 | Active LearningBayesian Optimization | CodeCode Available | 2 |