| Bayesian Optimization for Cascade-type Multi-stage Processes | Nov 16, 2021 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Accounting for Gaussian Process Imprecision in Bayesian Optimization | Nov 16, 2021 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Stochastic Gradient Line Bayesian Optimization for Efficient Noise-Robust Optimization of Parameterized Quantum Circuits | Nov 15, 2021 | Bayesian Optimization | —Unverified | 0 |
| Multi-Step Budgeted Bayesian Optimization with Unknown Evaluation Costs | Nov 12, 2021 | Bayesian Optimization | CodeCode Available | 0 |
| Searching in the Forest for Local Bayesian Optimization | Nov 10, 2021 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes | Nov 10, 2021 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Optimizing Bayesian acquisition functions in Gaussian Processes | Nov 9, 2021 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Explaining Hyperparameter Optimization via Partial Dependence Plots | Nov 8, 2021 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics | Nov 7, 2021 | Bayesian OptimizationBenchmarking | CodeCode Available | 1 |
| Contextual Bayesian optimization with binary outputs | Nov 5, 2021 | Active LearningBayesian Optimization | —Unverified | 0 |
| Risk-averse Heteroscedastic Bayesian Optimization | Nov 5, 2021 | Bayesian Optimization | CodeCode Available | 1 |
| AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family | Nov 5, 2021 | Bayesian OptimizationKnowledge Distillation | —Unverified | 0 |
| An Algorithmic Theory of Metacognition in Minds and Machines | Nov 5, 2021 | Bayesian OptimizationReinforcement Learning (RL) | —Unverified | 0 |
| LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso | Nov 4, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Fitness Landscape Footprint: A Framework to Compare Neural Architecture Search Problems | Nov 2, 2021 | Bayesian Optimizationimage-classification | —Unverified | 0 |
| Geometry-aware Bayesian Optimization in Robotics using Riemannian Matérn Kernels | Nov 2, 2021 | Bayesian OptimizationMotion Planning | CodeCode Available | 1 |
| Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces | Nov 1, 2021 | Bayesian OptimizationDrug Design | CodeCode Available | 1 |
| End-to-End Learning of Deep Kernel Acquisition Functions for Bayesian Optimization | Nov 1, 2021 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Bayesian optimization of distributed neurodynamical controller models for spatial navigation | Oct 31, 2021 | Bayesian OptimizationEfficient Exploration | —Unverified | 0 |
| Automated Hyperparameter Optimization Challenge at CIKM 2021 AnalyticCup | Oct 31, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Smart(Sampling)Augment: Optimal and Efficient Data Augmentation for Semantic Segmentation | Oct 31, 2021 | Bayesian OptimizationData Augmentation | —Unverified | 0 |
| A comparison of mixed-variables Bayesian optimization approaches | Oct 30, 2021 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Differentially Private Federated Bayesian Optimization with Distributed Exploration | Oct 27, 2021 | Bayesian OptimizationFederated Learning | —Unverified | 0 |
| Dynamic Causal Bayesian Optimization | Oct 26, 2021 | Bayesian OptimizationCausal Inference | CodeCode Available | 1 |
| Emulation of physical processes with Emukit | Oct 25, 2021 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
