Author

Alexander Tyurin

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#machine learning Preprint Sep 2026

Same Flow, Different Paths: Variance Reduction in Flow Matching

The main finding is that the choice of path $g_t$ can fundamentally change the convergence rate of SGD, even when the FM objective remains exactly the same.

Alexander Tyurin · 0 citations