The expected minibatch OT plan converges to the true OT plan with quantifiable bias and convergence rates, yielding a regular velocity field for unique flows from source to discrete target in flow matching.
S., Goldstein, M., Boffi, N
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Expected Batch Optimal Transport Plans and Consequences for Flow Matching
The expected minibatch OT plan converges to the true OT plan with quantifiable bias and convergence rates, yielding a regular velocity field for unique flows from source to discrete target in flow matching.