causy
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Optimizing the PC Algorithm
- Improving the Efficiency of the PC Algorithm by Using Model-Based Conditional Independence Tests - often 90% less independence tests
- If we run ci tests in parallel, it gets faster - but you can only do it on every level - we already do this nice. But someone wrote a paper on it.
Might be also nice to implement heuristics for datasets with a lot of variables.
https://philarchive.org/archive/SPICPA-2