3 problems
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Nonuniqueness conjecture for constrained approximate optimal transport maps
Nonuniqueness conjecture. For , uniqueness is not guaranteed in general for the constrained approximate optimal transport map problem.
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The low-density Jacobian conjecture for learned transport maps
Low-density Jacobian conjecture. Separatrices in the pushforward density follow from the intrinsic difficulty of capturing the correct slope, or Jacobian determinant, of in reg…
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The difficulty of sampling multimodal distributions with Langevin dynamics
Multimodal Langevin-sampling conjecture. The observed separatrices further demonstrate the difficulty of sampling from multimodal distributions with Langevin dynamics.