BBOmix is the first open tabular benchmark for hyperparameter optimization of unsupervised autoencoder representation learning on TCGA and SCHC omics data, with 105k evaluations, reconstruction-downstream correlation measurements, and baselines for single-fidelity, multi-fidelity, and transfer HPO m
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BBOmix: A Tabular Benchmark for Hyperparameter Optimization of Unsupervised Biological Representation Learning
BBOmix is the first open tabular benchmark for hyperparameter optimization of unsupervised autoencoder representation learning on TCGA and SCHC omics data, with 105k evaluations, reconstruction-downstream correlation measurements, and baselines for single-fidelity, multi-fidelity, and transfer HPO m