LACE is the first to formulate general tabular pipeline AutoML by searching over complete executable pipeline programs

To our knowledge, LACE is the first to formulate general tabular pipeline AutoML this way, evaluated on standardized OpenML tasks under a leakage-controlled protocol that withholds dataset identity from the generator.

http://arxiv.org/abs/2608.16416v1