17 problems
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Full-support persistence conjecture for Wasserstein geodesics on finite Markov chains
Let be the Wasserstein metric space of nonnegative measures on a finite Markov chain with state space , and let be a…
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Density conjecture for compositions of four optimal maps
Density conjecture for compositions of optimal maps. The set of compositions of optimal maps is dense in the set of orientation-preserving diffeomorphisms, whereas the analog…
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Curvature negativity beyond location-scale families for the transport cost metric
Let denote the Wasserstein space of probability measures with finite second moment, and let be the cost metric considered in the p…
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Mesa limit and uniform projection conjecture
Mesa limit and uniform projection conjecture. The flows should converge to a Hele–Shaw or mesa-type free-boundary evolution whose terminal state is the Wasserstein projection of…
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Weakening or removing regularity property (A3) via the Wasserstein subdifferential
Subdifferential conjecture. The regularity property (A3) might be weakened or removed altogether by employing the Wasserstein subdifferential.
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Torsion-freeness conjecture for the Otto-metric exponential connection
Let the density manifold be equipped with the Otto metric, and let the exponential connection be defined as the connection dual to the mixture connection with respect to this metri…
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Non-equivalence of spatial medians and metric spatial Wasserstein depth maximizers
Non-equivalence conjecture. In general, spatial medians have no relation to the maximizers of .
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The Wasserstein-space explanation for the sub-optimal WPCG-R rate
Wasserstein-space rate conjecture. The sub-optimal rate obtained when the Wasserstein proximal coordinate gradient method with random updates is specialized to the Euclidean case i…
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Pedrotti's conjecture on Ollivier curvature and modified log-Sobolev inequalities
Pedrotti's conjecture. Positive Ollivier curvature, together with non-negative Wasserstein curvature, implies a modified log-Sobolev inequality.
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The conjecture on Wasserstein dynamics for nonlinear parameter spaces
The paper considers posterior contraction rates in statistical models whose parameter spaces may be equipped with Wasserstein structure, and distinguishes parameter spaces with a l…
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MTW-type control conjecture for convergence rates of Wasserstein polymeans
Let be a distribution and let the polymean in the -skeleton be viewed in Wasserstein space. For i.i.d. samples with distribution , the conditions governing the convergenc…
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Medial-axis geometry conjecture for polymean uniqueness in Wasserstein space
Let the -skeleton be considered as a subspace of -Wasserstein space, and let its “medial axis” denote the singular set relevant to the distance from that skeleton. A medial-a…
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Characterization of the -condition by monotonicity of -entropy
characterization conjecture. Then the -condition holds, that is,
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Subdifferential condition for minimizing trajectories
Subdifferential condition. For almost every ,
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Lack of generalized lower Ricci bounds for the entropic measure on Wasserstein space
Let be the compact Riemannian manifold underlying the Wasserstein space, let denote the space of Borel probability measures on equipped with the Was…
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Nonexistence of generalized Ricci lower bounds for Wasserstein space with entropic measure
Let be a compact Riemannian manifold, let , and let be the higher-dimensional entropic measure constructed as a backgr…