Estimates how much samples inform neural network training and function.
arXiv research
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New framework certifies robustness for regression models.
We study geodesic equations for a family of right-invariant Riemannian metrics on the group of diffeomorphisms of a compact manifold. The metrics descend to Fisher's information metric on the space of smooth probability densities. The right reduced geodesic equations are higher-dimensional generalisations of the --H…
Abstract: Determines thermoelastic coefficients from boundary data.
Proves existence and uniqueness of weighted metrics for smooth spaces.
Reconstructs Riemannian geometry from diffusion properties.
For a given bounded domain with smooth boundary, we explicitly calculate the first two coefficients of the asymptotic expansion of the heat trace associated with the Stokes operator as . These coefficients (i.e., heat invariants) provide precise information for the volume of the domain $…
We consider differentiable maps in the setting of Abstract Differential Geometry and we study the conditions that ensure the uniqueness of differentials in this setting. In particular, we prove that smooth maps between smooth manifolds admit a unique differential, coinciding with the usual one. Thus smooth manifolds fo…
We show that for any Ricci-flat manifold with Euclidean volume growth the tangent cone at infinity is unique if one tangent cone has a smooth cross-section. Similarly, for any noncollapsing limit of Einstein manifolds with uniformly bounded Einstein constants, we show that local tangent cones are unique if one tangent …
For a bounded domain with smooth boundary, we explicitly calculate the first two coefficients of the asymptotic expansion of the trace of the strongly continuous semigroup associated with the Navier-Lamé operator on as . These coefficients (i.e., spectral invariants) provide precise …
Proves smooth solution uniqueness and long-term existence for a parabolic equation on a complex manifold.
We show uniqueness of classical solutions of the normalised two-dimensional Hamilton-Ricci flow on closed, smooth manifolds for smooth data among solutions satisfying (essentially) only a uniform bound for the Liouville energy and a natural space-time -bound for the time derivative of the solution. The result is s…
The proof of Theorem 7.12 of "Uniqueness of smooth cohomology theories" by the authors of this note is not correct. The said theorem identifies the flat part of a differential extension of a generalized cohomology theory E with ER/Z (there called "smooth extension"). In this note, we give a correct proof. Moreover, we …
This is an expository paper giving a proof of the existence and uniqueness of smooth structures (hence also PL structures) on topological surfaces. Most published proofs rely on the topological Schoenflies theorem, but here we use instead the Kirby torus trick. This has the advantage of reducing the point-set topology …
The geometric approach to optimal transport and information theory has triggered the interpretation of probability densities as an infinite-dimensional Riemannian manifold. The most studied Riemannian structures are Otto's metric, yielding the -Wasserstein distance of optimal mass transport, and the Fisher--Rao me…
Proves existence and uniqueness of solutions to the Lp Gaussian Minkowski problem.
In the author's earlier work there appeared a new way to specify any smooth closed 4-manifold by a surface diagram, which consists of an orientable surface decorated with simple closed curves. These curves are cyclically indexed, and each curve has a unique transverse intersection with the next. Each surface diagram co…
A measured solenoid is a laminated space endowed with a tranversal measure invariant by holonomy, as defined in arXiv:0910.2836. A measured solenoid immersed in a smooth manifold produces a closed current (known as generalized Ruelle-Sullivan current). Uniquely ergodic solenoids are those for which there is a unique (u…
Unique Poincaré type cscK metric with singularity at smooth divisor is unique up to holomorphic transformations.
Study proves uniqueness of corrugated negatively curved immersions in differential geometry.
Study on special Lagrangian curvature potential equation, proving existence and uniqueness of smooth solutions.
We prove that a topological contact isotopy uniquely defines a topological contact Hamiltonian. Combined with previous results from [MS11], this generalizes the classical one-to-one correspondence between smooth contact isotopies and their generating smooth contact Hamiltonians and conformal factors to the group of top…
Uniqueness of asymptotic limits for Ricci-flat manifolds with linear volume growth is proven.
Let be a regular cone with vertex at the origin. In this paper, we show the uniqueness for smooth properly embedded self-shrinking ends in that are asymptotic to . As an application, we prove that not every regular cone with vertex at the origin has a smooth complete pro…
A Morse 2-function is a generic smooth map from a smooth manifold to a surface. In the absence of definite folds (in which case we say that the Morse 2-function is indefinite), these are natural generalizations of broken (Lefschetz) fibrations. We prove existence and uniqueness results for indefinite Morse 2-functions …
For oriented manifolds of dimension at least 4 that are simply connected at infinity, it is known that end summing is a uniquely defined operation. Calcut and Haggerty showed that more complicated fundamental group behavior at infinity can lead to nonuniqueness. The present paper examines how and when uniqueness fails.…
A smooth diffeomorphism is said to be distributionally uniquely ergodic (DUE for short) when it is uniquely ergodic and its unique invariant probability measure is the only invariant distribution (up to multiplication by a constant). Ergodic translations on tori are classical examples of DUE diffeomorphisms. In this ar…
In this short note, we show a uniqueness result of the energy solutions for the Cauchy problem of Schrodinger flow in the whole space provided there is a smooth solution in the energy class.
The purpose of this paper is to prove the uniqueness of conical Kähler-Einstein metrics, under the condition that the twisted -functional is proper. This is a generalization of the author's previous work, and we shall first investigate the uniqueness of twisted Kähler-Einstein metrics, and then use these smooth p…
Unique extremal Kähler metric found near a divisor.
Multisections generalize Heegaard splittings and trisections to higher dimensions.
Paper proves uniqueness of Ricci flows from nonatomic measures on surfaces.
Proves torsion and curvature are unique for smooth manifolds.
The space of all probability measures having positive density function on a connected compact smooth manifold , denoted by , carries the Fisher information metric . We define the geometric mean of probability measures by the aid of which we investigate information geometry of , equ…
On a closed manifold of dimension greater than one, every smooth weak Riemannian metric on the space of smooth positive probability densities, that is invariant under the action of the diffeomorphism group, is a multiple of the Fisher--Rao metric.
We show the uniqueness of strictly convex closed smooth self-similar solutions to the -Gauss curvature flow with . We introduce a Pogorelov type computation, and then we apply the strong maximum principle. Our work combined with earlier works on the Gauss Curvature flow imply that the -Gauss c…
Unique solutions found for diffusive martingale problems.
The paper finds singular isoperimetric regions in high-dimensional spaces.
In this paper, we prove short time existence and uniqueness of smooth evolution by mean curvature in starting from any -dimensional -Reifenberg flat set with sufficiently small. More precisely, we show that the level set flow in such a situation is non-fattening and …
We show that for any smooth Hausdorff manifolds M and N, which are not necessarily second countable, paracompact or connected, any isomorphism from the algebra of smooth (real or complex) functions on N to the algebra of smooth functions on M is given by composition with a unique diffeomorphism from M to N. An analogou…
We partially confirm a conjecture of Donaldson relating the greatest Ricci lower bound to the existence of conical Kahler-Einstein metrics on a Fano manifold . In particular, if is a smooth simple divisor and the Mabuchi -energy is bounded below, then there exists a unique conical Kahler-Eins…
Evolution of planar curves under a nonlocal geometric equation is investigated. It models the simultaneous contraction and growth of carbonate particles called ooids in geosciences. Using classical ODE results and a bijective mapping we demonstrate that the steady parameters associated with the physical environment det…
Williams and Beer (2010) proposed a nonnegative mutual information decomposition, based on the construction of redundancy lattices, which allows separating the information that a set of variables contains about a target variable into nonnegative components interpretable as the unique information of some variables not p…
Geodesics in Kähler metrics connect metrics with constant scalar curvature.
We propose a novel framework for graph mean computation.
We study the existence and uniqueness of smooth mean curvature flow, in arbitrary dimension and co-dimension, emanating from so called -dimensional Reifenberg flat sets in . Our results generalize the ones from a previous paper by the author, in which the co-dimension one case (i.e. $…
Unique solutions found for Plateau problems in smooth and continuous calibrations.
We introduce the gradient flow of the Seiberg-Witten functional on a compact, orientable Riemannian 4-manifold and show the global existence of a unique smooth solution to the flow. The flow converges uniquely in up to gauge to a critical point of the Seiberg-Witten functional.