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Conceptpushforward curves

Pushforward Curve

A natural path connecting two probability measures in Wasserstein space, constructed by interpolating transport maps along a straight line to form a family of pushforward measures. It is used to define curve directions and Taylor expansions within the space of measures.

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Oct 8

The method constructs quadratic models along push-forward curves, characterizing the curvature of energy in measure space using explicit self-adjoint second-order variational operators.

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Oct 8

The push-forward curve is defined as ρ_t = ((1-t)id + tT)_#ρ, whose tangent vector at t=0 is T-id, corresponding to the displacement direction in Wasserstein space

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