2 papers
cs.LG2024
ORIGAMI: A generative transformer architecture for predictions from semi-structured data
Thomas Rückstieß, Alana Huang, Robin Vujanic
Despite the popularity and widespread use of semi-structured data formats such as JSON, end-to-end supervised learning applied directly to such data remains underexplored. We prese…
cs.LG2022
Generate synthetic samples from tabular data
David Banh, Alan Huang
Generating new samples from data sets can mitigate extra expensive operations, increased invasive procedures, and mitigate privacy issues. These novel samples that are statisticall…