| RegHEC: Hand-Eye Calibration via Simultaneous Multi-view Point Clouds Registration of Arbitrary Object | Apr 27, 2023 | Bayesian OptimizationMotion Estimation | CodeCode Available | 1 |
| Bayesian Optimization Meets Self-Distillation | Apr 25, 2023 | Bayesian Optimizationimage-classification | CodeCode Available | 1 |
| BO-ICP: Initialization of Iterative Closest Point Based on Bayesian Optimization | Apr 25, 2023 | Bayesian Optimizationglobal-optimization | CodeCode Available | 1 |
| Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces | Apr 22, 2023 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| Tree-Structured Parzen Estimator: Understanding Its Algorithm Components and Their Roles for Better Empirical Performance | Apr 21, 2023 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Bayesian Optimization of Catalysis With In-Context Learning | Apr 11, 2023 | Bayesian OptimizationFeature Engineering | CodeCode Available | 1 |
| Unsupervised Sampling Promoting for Stochastic Human Trajectory Prediction | Apr 9, 2023 | Bayesian OptimizationPrediction | CodeCode Available | 1 |
| qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization | Mar 28, 2023 | Bayesian Optimization | CodeCode Available | 1 |
| Quantum approximate optimization via learning-based adaptive optimization | Mar 27, 2023 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 1 |
| Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings | Mar 3, 2023 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Neural-BO: A Black-box Optimization Algorithm using Deep Neural Networks | Mar 3, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Sample-efficient Multi-objective Molecular Optimization with GFlowNets | Feb 8, 2023 | Bayesian OptimizationDiversity | CodeCode Available | 1 |
| Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes | Feb 3, 2023 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 1 |
| SOBER: Highly Parallel Bayesian Optimization and Bayesian Quadrature over Discrete and Mixed Spaces | Jan 27, 2023 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 1 |
| Deep Unfolded Tensor Robust PCA with Self-supervised Learning | Dec 21, 2022 | Bayesian OptimizationSelf-Supervised Learning | CodeCode Available | 1 |
| Calibration and generalizability of probabilistic models on low-data chemical datasets with DIONYSUS | Dec 3, 2022 | Bayesian OptimizationDeep Learning | CodeCode Available | 1 |
| Model-based Causal Bayesian Optimization | Nov 18, 2022 | Bayesian Optimizationmodel | CodeCode Available | 1 |
| Combining Multi-Fidelity Modelling and Asynchronous Batch Bayesian Optimization | Nov 11, 2022 | Bayesian Optimization | CodeCode Available | 1 |
| Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars | Nov 3, 2022 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Online Control of Adaptive Large Neighborhood Search using Deep Reinforcement Learning | Nov 1, 2022 | Bayesian OptimizationCombinatorial Optimization | CodeCode Available | 1 |
| Deep Gaussian Process-based Multi-fidelity Bayesian Optimization for Simulated Chemical Reactors | Oct 31, 2022 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization | Oct 18, 2022 | Bayesian Optimization | CodeCode Available | 1 |
| Pareto Set Learning for Expensive Multi-Objective Optimization | Oct 16, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Sample-Then-Optimize Batch Neural Thompson Sampling | Oct 13, 2022 | AutoMLBayesian Optimization | CodeCode Available | 1 |
