Author

Akim Kotelnikov

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Jul 2026

TabPack: Efficient Hyperparameter Ensembles for Tabular Deep Learning

This work introduces TabPack, an efficient MLP ensemble with strong out-of-the-box performance and reduced reliance on traditional tuning, and specifies ranges from which to sample MLP hyperparameter rather than exact hyperparameter values, which naturally demands less precision for good performance.

Yury Gorishniy, Akim Kotelnikov, Ivan Rubachev et al. · arXiv.org · 0 citations