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F5C-finder: An Explainable and Ensemble Biological Language Model for Predicting 5-Formylcytidine Modifications on mRNA
The result highlights the effectiveness of biological language model in capturing both the order (sequential) and functional meaning (semantics) within genomes.
Robust Bayesian optimization with reinforcement learned acquisition functions
In Bayesian optimization (BO) for expensive black-box optimization tasks, acquisition function (AF) guides sequential sampling and plays a pivotal role for efficient convergence to better optima.
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