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| Deep Pipeline Embeddings for AutoML | May 23, 2023 | Automatic Machine Learning Model SelectionAutoML | CodeCode Available | 1 |
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| Explaining Inference Queries with Bayesian Optimization | Feb 10, 2021 | Bayesian Optimization | CodeCode Available | 1 |
| Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization (ZoMBI) | Aug 26, 2022 | Bayesian OptimizationDisease Prediction | CodeCode Available | 1 |
| AdaLead: A simple and robust adaptive greedy search algorithm for sequence design | Oct 5, 2020 | Bayesian Optimization | CodeCode Available | 1 |
| GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs | Nov 21, 2024 | Bayesian OptimizationRed Teaming | CodeCode Available | 1 |
| Accelerating high-throughput virtual screening through molecular pool-based active learning | Dec 13, 2020 | Active LearningBayesian Optimization | CodeCode Available | 1 |
