Mindful Modeler
Christoph MolnarTabular foundation models, ML interpretability, and beyond by a statistician turned machine learner.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 151 | Founded | 4 years ago | Last Issue | 5 days ago |
| Active | |||||
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mindfulmodeler.substack.comLatest Issues
Time for a change
Sometimes you have to make a big change in life. You’ve probably been there yourself.
For me, this time is now.
In 2022, I made the scary decision to become self-employed as a writer for technical books. With the Interpretable ML book alr...
TabFM minus the hype
Google Research published TabFM, a new tabular foundation model.
The AI influencers found out, and social media is now awash in TabFM posts.
Let’s talk about what TabFM is and isn’t, without the hype.
TabFM is a tabular foundation mod...
Which ML models produce the best quantile estimates?
It’s not a secret that most ML models for quantile regression tend to be too biased towards the mean. You want a 10% quantile? The model’s quantile estimate will tend to be too large. And for large quantiles, the estimate is often too low....
When trees still beat tabular foundation models
As you might have noticed, I’m rather optimistic about tabular foundation models. And while TFMs have been gaining momentum, beating benchmark after benchmark, they don’t outperform every time. And it’s not just random tasks here and there,...
What is TabPFN's Thinking mode?
When I read the TabPFN-3 Technical Report, the benchmark for “TabPFN-3-Thinking” stood out: it appeared at the top of the TabArena benchmark for large datasets. TabPFN-3-Thinking also surpassed AutoGluon 1.5 extreme, an open-source AutoML f...
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