Oracle Markov boundaries improve prediction on high-dimensional sparse tabular data but causal discovery pipelines rarely recover boundaries that beat using all features.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
The Good, the Bad, and the Ugly of Markov Boundary for Tabular Prediction
Oracle Markov boundaries improve prediction on high-dimensional sparse tabular data but causal discovery pipelines rarely recover boundaries that beat using all features.