Optimizing the PC Algorithm

[LilithWittmann]

• 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.

[this-is-sofia]

Might be also nice to implement heuristics for datasets with a lot of variables.

https://philarchive.org/archive/SPICPA-2