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Alex Markham

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#machine learning Preprint Aug 2026

I-FLOP: Fast Learning of Order and Parents from Interventional Data

It is shown that, in the sample limit, I-FLOP recovers a DAG in the same interventional Markov equivalence class as the data-generating DAG, where it performs favorably in terms of both performance and run time.

Liubin Chen, Alex Markham · 0 citations