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Kai-Hsiang Wang

Publications and source records attributed to Kai-Hsiang Wang.

6 recordsLinked to original sources

Lower Bound for Weighted Intermediate Ricci Curvature and Tensorial Entropy Convexity

We introduce a weighted version of intermediate Ricci curvature and establish several equivalent characterizations of its lower bound. As an application, we generalize the results of Aishwarya--Rotem--Shenfeld [arXiv:2509.23399v1] by deriving intrinsic-dimensional evolution variational inequalities and the corresponding Wasserstein contraction estimates for the heat flow. We also compare our characterization with that of Ketterer--Mondino [arXiv:1610.03339v3] via lower-dimensional optimal transport.

math.DG↗

On the Probabilistic Approximation in Reproducing Kernel Hilbert Spaces

This paper studies the probabilistic function approximation problem over reproducing kernel Hilbert spaces. We show the existence and uniqueness of the optimizer under mild assumptions. Furthermore, we generalize the celebrated representer theorem to our setting, and especially when the probability measure is finitely supported, or the Hilbert space is finite-dimensional, we show that the probabilistic approximation problem turns out to be a measure quantization problem, which connects the probabilistic function approximation to the sampling theory. Some discussions and examples are also given when the reproducing kernel Hilbert space is infinite-dimensional and the measure is infinitely supported.

math.FA↗

Optimal Transport Approach to Michael-Simon-Sobolev Inequalities in Manifolds with Intermediate Ricci Curvature Lower Bounds

We generalize McCann's theorem of optimal transport to a submanifold setting and prove Michael-Simon-Sobolev inequalities for submanifolds in manifolds with lower bounds on intermediate Ricci curvatures. The results include a variant of the sharp Michael-Simon-Sobolev inequality in S. Brendle's work arXiv:2009.13717 when the intermediate Ricci curvatures are nonnegative.

math.DG↗

Lower Ricci Curvature and Nonexistence of Manifold Structure

It is known that a limit $(M^n_j,g_j)\to (X^k,d)$ of manifolds $M_j$ with uniform lower bounds on Ricci curvature must be $k$-rectifiable for some unique $\dim X:= k\leq n = \dim M_j$. It is also known that if $k=n$, then $X^n$ is a topological manifold on an open dense subset, and it has been an open question as to whether this holds for $k λ$ and $λ\in \mathbb{R}$. Then for each $ε>0$ we construct a complete $4$-rectifiable metric space $(X^4_ε,d_ε)$ with $d_{GH}(X^4_ε,X^4)<ε$ such that the following hold. First, $X^4_ε$ is a limit space $(M^6_j,g_j)\to X^4_ε$ where $M^6_j$ are smooth manifolds with $\text{Ric}_j>λ$ satisfying the same lower Ricci bound. Additionally, $X^4_ε$ has no open subset which is topologically a manifold. Indeed, for any open $U\subseteq X^4_ε$ we have that the second homology $H_2(U)$ is infinitely generated. Topologically, $X^4_ε$ is the connect sum of $X^4$ with an infinite number of densely spaced copies of $\mathbb{C} P^2$ . In this way we see that every $4$-manifold $X^4$ may be approximated arbitrarily closely by $4$-dimensional limit spaces $X^4_ε$ which are nowhere manifolds. We will see there is an, as now imprecise, sense in which generically one should expect manifold structures to not exist on spaces with higher dimensional Ricci curvature lower bounds.

math.DG↗