output
20222026
most citedWhy do tree-based models still outperform deep learning on tabular data?

159 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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stat.ML2023

Vectorizing string entries for data processing on tables: when are larger language models better?

Léo Grinsztajn, Edouard Oyallon, Myung Jun Kim +1

There are increasingly efficient data processing pipelines that work on vectors of numbers, for instance most machine learning models, or vector databases for fast similarity searc…