#causal-discovery

1 articles

01 ·How Transformers Work·★ MEMBER·PAPER·7 min read Paper Explained: LimiX-2 — A Tabular Foundation Model That Learns the Whole Table, Not Just the Answer Column LimiX-2 from the ground up: the shift from PFNs that predict a single target to Contextual Mechanism Networks that learn a table's joint distribution, cell-level representations, pretraining on synthetic causal data, and what the three benchmarks do and don't show.