Github user aray commented on the issue: https://github.com/apache/spark/pull/16271 Yes the improvement is from the sum of magnitudes of initial values being closer to the (known) sum of the solution. Fiddling with resetProb controls a completely different thing. The current implementation has no advantage (excluding finding the incorrect solution to a star graph one iteration faster).
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