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| Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning | Jul 16, 2020 | Bayesian OptimizationClass Incremental Learning | —Unverified | 0 |
| Resource Aware Multifidelity Active Learning for Efficient Optimization | Jul 9, 2020 | Active LearningBayesian Optimization | —Unverified | 0 |
| srMO-BO-3GP: A sequential regularized multi-objective constrained Bayesian optimization for design applications | Jul 7, 2020 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Multi-Fidelity Bayesian Optimization via Deep Neural Networks | Jul 6, 2020 | Bayesian Optimization | —Unverified | 0 |
| BOSH: Bayesian Optimization by Sampling Hierarchically | Jul 2, 2020 | Bayesian Optimizationreinforcement-learning | —Unverified | 0 |
| Accurate Characterization of Non-Uniformly Sampled Time Series using Stochastic Differential Equations | Jul 2, 2020 | Bayesian OptimizationCompressive Sensing | CodeCode Available | 0 |
| High Dimensional Bayesian Optimization Assisted by Principal Component Analysis | Jul 2, 2020 | Bayesian OptimizationComputational Efficiency | CodeCode Available | 0 |
| R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games | Jun 30, 2020 | Bayesian OptimizationMulti-agent Reinforcement Learning | —Unverified | 0 |
| Bayesian Optimization with a Prior for the Optimum | Jun 25, 2020 | Bayesian Optimization | —Unverified | 0 |
| Asynchronous Multi Agent Active Search | Jun 25, 2020 | Bayesian OptimizationCompressive Sensing | —Unverified | 0 |
| Green Machine Learning via Augmented Gaussian Processes and Multi-Information Source Optimization | Jun 25, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Beyond Grids: Multi-objective Bayesian Optimization With Adaptive Discretization | Jun 24, 2020 | Active LearningBayesian Optimization | CodeCode Available | 0 |
| Simple and Scalable Parallelized Bayesian Optimization | Jun 24, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| On Compression Principle and Bayesian Optimization for Neural Networks | Jun 23, 2020 | Bayesian OptimizationDimensionality Reduction | —Unverified | 0 |
| MUMBO: MUlti-task Max-value Bayesian Optimization | Jun 22, 2020 | Bayesian Optimization | —Unverified | 0 |
| Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization | Jun 21, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Bayesian Optimization with Missing Inputs | Jun 19, 2020 | Bayesian OptimizationMissing Values | —Unverified | 0 |
| Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization | Jun 19, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Efficient Hyperparameter Optimization under Multi-Source Covariate Shift | Jun 18, 2020 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| Likelihood-Free Inference with Deep Gaussian Processes | Jun 18, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Recursive Two-Step Lookahead Expected Payoff for Time-Dependent Bayesian Optimization | Jun 14, 2020 | Bayesian OptimizationVocal Bursts Valence Prediction | —Unverified | 0 |
| An efficient application of Bayesian optimization to an industrial MDO framework for aircraft design | Jun 12, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning | Jun 12, 2020 | Bayesian Optimizationclass-incremental learning | —Unverified | 0 |
| Uncertainty quantification using martingales for misspecified Gaussian processes | Jun 12, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |