Viewing profile — noahho

Prior Labs | Berlin / Freiburg / NYC | ONSITE | Full-time | Multiple Roles | https://priorlabs.ai Deep learning transformed text and images but mostly skipped tables - the data beh…

Prior Labs | Berlin / Freiburg / NYC | ONSITE | Full-time | Multiple Roles | https://priorlabs.ai/ Deep learning transformed text and images but mostly skipped tables, even though …

They don't show the strongest TabPFN variants in the plot unfortunately, i.e. thinking and ensembled. Not really apples to apples.

Prior Labs | Berlin / Freiburg / NYC | ONSITE | Full-time | Multiple Roles Tables power every financial model, clinical trial, and scientific experiment, but deep learning has most…

Prior Labs | Berlin / Freiburg / NYC | ONSITE | Full-time | Multiple Roles Tables power every clinical trial, financial model, and scientific experiment, but deep learning has most…

Prior Labs | Berlin / Freiburg / NYC | ONSITE & REMOTE (EU) | Full-time Tables power every clinical trial, financial model, and scientific experiment, but deep learning has mostly …

Yes exactly, the API is the best way to handle text features. The actual semantics often matter a lot . Is the API an option for you or would you need this local?

Less feature engineering is definitely something we are aiming for. The current version is actually only based on statistics, the real world connections between features is somethi…

When we released TabPFNv1 over three years ago, I didn’t expect at all the hundreds of comments and reposts we would see. Tabular data had been a field getting little love from AI …

TabPFN-2.5 default (one forward pass) matches AutoGluon 1.4 tuned for four-hours. Autogluon is the strongest AutoML including stacking of XGB and cat boost and even includes the pr…

Prior Labs | Founding-Team: Software Engineer, Data Scientist, ML Engineer, Product Manager, Developer Relations| On-Site (Berlin, Freiburg) | Full-time Prior Labs is building foun…

Prior Labs | Founding-Team: Software Engineer, Data Scientist, ML Engineer, Product Manager, Developer Relations| On-Site (Berlin, Freiburg) | Full-time Prior Labs is building foun…

Prior Labs | Software Engineer, Product Manager, Developer Relations, ML Engineer | On-Site (Berlin, Freiburg) | Full-time AI has transformed text, images, and code—but structured …

Thanks a lot! Currently have an issue on documenting how to use for more samples at https://github.com/PriorLabs/TabPFN/issues/129 . Will do this soon, maybe give an upvote there i…

Yes! This makes sense from a learning perspective: More samples add additional evidence the datapoint is actually what you observed - based on one sample the model is closer to a m…

if you're predicting on text data, our public models don't do that, they would encode as classes. Our API ( https://github.com/PriorLabs/tabpfn-client/ ) has experimental support.

Thanks a lot! We don't see clear artifacts for the synth data. Part of the "trick" is to keep the capacity of our model low, it has only about 11M parameters. That forces the model…

thanks a ton! If it's public please share in the Discord https://discord.com/channels/1285598202732482621/ > #use-cases (just created!), if not, mail me at noah@priorlabs.ai