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In what way have models gotten better for tabular data? Can't think of any new technique since 2022.
by redox99 3y ago
In what way have models gotten better for tabular data? Can't think of any new technique since 2022.
- jeffreyrogers 3y agoThere has been some work on training on lots of different data sets and then specializing on the one you care about. But I think people were trying that approach pre-2022 as well.
- frituur 3y agoDo you have some good scientific references for that? I'd love to incorporate them in my phd thesis!
- jeffreyrogers 3y agoSorry, I don't have references off the top of my head. I just recall coming across it while I was working on something related to timeseries forecasting.
- asdff 3y agoThis has to be done with great care. Most datasets are of poor quality.
- _pastel 3y agoTooling around embeddings has improved. Creating and fine-tuning custom embeddings for your tabular data should be easier and more powerful these days.