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| HomOpt: A Homotopy-Based Hyperparameter Optimization Method | Aug 7, 2023 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces | Jul 2, 2023 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent | Jun 20, 2023 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Tuning Legged Locomotion Controllers via Safe Bayesian Optimization | Jun 12, 2023 | Bayesian OptimizationEfficient Exploration | CodeCode Available | 1 |
| Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs? | Jun 8, 2023 | Bayesian OptimizationGPU | CodeCode Available | 1 |
| Memory-Based Dual Gaussian Processes for Sequential Learning | Jun 6, 2023 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models | Jun 5, 2023 | Bayesian Optimization | CodeCode Available | 1 |
| Constrained Causal Bayesian Optimization | May 31, 2023 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
