Are encoders able to learn landmarkers for warm-starting of Hyperparameter Optimization?

Antoni Zajko, Katarzyna Woźnica

Effectively representing heterogeneous tabular datasets for meta-learning purposes is still an open problem. Previous approaches rely on representations that are intended to be uni…