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| 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 |
| Joint Entropy Search for Multi-objective Bayesian Optimization | Oct 6, 2022 | Bayesian Optimization | CodeCode Available | 1 |
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| New Paradigms for Exploiting Parallel Experiments in Bayesian Optimization | Oct 3, 2022 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| GLSO: Grammar-guided Latent Space Optimization for Sample-efficient Robot Design Automation | Sep 23, 2022 | Bayesian Optimizationvalid | CodeCode Available | 1 |
| Sequential Bayesian Optimization for Adaptive Informative Path Planning with Multimodal Sensing | Sep 16, 2022 | Bayesian Optimization | CodeCode Available | 1 |
