[2024-06-20]: Disable loading irrelvent packages when training individual models; update the instruction for DCR experiements; fix minor bugs in TabSyn's training script. [2024-05-14]: Add demo code ...

Abstract: Representation learning fundamentally determines the classification performance of models on tabular data. However, existing tabular data classification models typically focus on ...

If there's one thing that's certain in a digital world, it's that we are surrounded by ever-increasing amounts of data. From your daily step counts to weather reports to global market trends, data is ...

ABSTRACT: Health economic evaluations within surgical disciplines face considerable methodological hurdles, particularly in relation to cost-effectiveness analyses (CEA) and budget-impact modelling ...

The deep learning-based approaches to Tabular Data Learning (TDL), classification and regression, have shown competing performance, compared to their conventional counterparts. However, the latent ...

President Donald Trump claimed without evidence that the massive revisions to the latest jobs report constituted a “scam,” accusing one of the top overseers of government statistics of cooking the ...

President Trump ordered his administration to fire the commissioner of labor statistics, Erika McEntarfer, after the July jobs report showed a sharp slowdown in hiring and a steep downward revision to ...

Economists said ousting the head of the Bureau of Labor Statistics could undermine confidence in government economic data. By Ben Casselman and Tony Romm President Trump unleashed his fury about ...

Even in death, policies and procedures are erasing American Indians and Alaska Natives, a study released by Hunter College demonstrates. The new study, published June 16 in the JAMA Network Open found ...

How can we make sense of large-scale recordings of neural activity across learning? Theories of neural network learning with their origins in statistical physics offer a potential answer: for a given ...

Neuralk-AI, a French deeptech startup building a Tabular Foundation Model specialised for Commerce, has raised $4M in funding. The round was led by Fly Ventures with participation from StemAI, Thomas ...