| Data-efficient Learning of Morphology and Controller for a Microrobot | May 3, 2019 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| D-VAE: A Variational Autoencoder for Directed Acyclic Graphs | Apr 24, 2019 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| LA3: Efficient Label-Aware AutoAugment | Apr 20, 2023 | Bayesian OptimizationData Augmentation | CodeCode Available | 0 | 5 |
| Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms | Aug 18, 2012 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Dealing with Categorical and Integer-valued Variables in Bayesian Optimization with Gaussian Processes | May 9, 2018 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| Characterizing Bias in Classifiers using Generative Models | May 30, 2019 | Bayesian Optimizationimage-classification | CodeCode Available | 0 | 5 |
| Don't Waste Your Time: Early Stopping Cross-Validation | May 6, 2024 | Bayesian OptimizationModel Selection | CodeCode Available | 0 | 5 |
| Adaptive Batch Sizes for Active Learning A Probabilistic Numerics Approach | Jun 9, 2023 | Active LearningBayesian Optimisation | CodeCode Available | 0 | 5 |
| Nonstationary Continuum-Armed Bandit Strategies for Automated Trading in a Simulated Financial Market | Aug 4, 2022 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 0 | 5 |
| Deep Bayesian Optimization on Attributed Graphs | May 31, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| DEEP-BO for Hyperparameter Optimization of Deep Networks | May 23, 2019 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Domain Invariant Learning for Gaussian Processes and Bayesian Exploration | Dec 18, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| Deep Collective Matrix Factorization for Augmented Multi-View Learning | Nov 28, 2018 | Bayesian OptimizationMatrix Completion | CodeCode Available | 0 | 5 |
| DUET: Optimizing Training Data Mixtures via Feedback from Unseen Evaluation Tasks | Feb 1, 2025 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Dynamic Multi-objective Ensemble of Acquisition Functions in Batch Bayesian Optimization | Jun 22, 2022 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Efficient Rollout Strategies for Bayesian Optimization | Feb 24, 2020 | Bayesian Optimizationglobal-optimization | CodeCode Available | 0 | 5 |
| Adaptation Strategies for Automated Machine Learning on Evolving Data | Jun 9, 2020 | AutoMLBayesian Optimization | CodeCode Available | 0 | 5 |
| Distributed Thompson sampling under constrained communication | Oct 21, 2024 | Bayesian OptimizationThompson Sampling | CodeCode Available | 0 | 5 |
| Deep Generative Models for Subgraph Prediction | Aug 7, 2024 | Bayesian OptimizationGraph Learning | CodeCode Available | 0 | 5 |
| Logistic Variational Bayes Revisited | Jun 2, 2024 | Bayesian InferenceBayesian Optimization | CodeCode Available | 0 | 5 |
| Looping in the Human Collaborative and Explainable Bayesian Optimization | Oct 26, 2023 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Discovering Physics-Informed Neural Networks Model for Solving Partial Differential Equations through Evolutionary Computation | May 18, 2024 | Bayesian Optimization | CodeCode Available | 0 | 5 |
| Amortized Inference for Gaussian Process Hyperparameters of Structured Kernels | Jun 16, 2023 | Active LearningBayesian Optimization | CodeCode Available | 0 | 5 |
| Discovery of Self-Assembling π-Conjugated Peptides by Active Learning-Directed Coarse-Grained Molecular Simulation | Jan 27, 2020 | Active LearningBayesian Optimization | CodeCode Available | 0 | 5 |
| Distributionally Ambiguous Optimization Techniques for Batch Bayesian Optimization | Jul 13, 2017 | Bayesian Optimization | CodeCode Available | 0 | 5 |
