Carlo A Curino

MotherNet: Fast Training and Inference via Hyper-Network Transformers

Foundation models are transforming machine learning across many modalities, with in-context learning replacing classical model training. Recent work on tabular data hints at a similar opportunity to build foundation models for classification for numerical data. However, existing meta-learning approa…