arXiv research

New property: polygons have a fixed dimension regardless of ambient space dimensions.

We study piecewise linear co-dimension two embeddings of closed oriented manifolds in Euclidean space, and show that any such embedding can always be isotoped to be a closed braid as long as the ambient dimension is at most five, extending results of Alexander (in ambient dimension three), and Viro and independently Ka…

Smooth minimizing hypersurfaces in 11D are generic, with singularities in higher dimensions.

An extension of the ambient metric construction of Fefferman-Graham to infinite order in even dimensions is described. The main ingredients are the introduction of "inhomogeneous ambient metrics" with asymptotic expansions involving the logarithm of a defining function homogeneous of degree 2, and an invariant procedur…

New research shows that the dimension gap between intrinsic and ambient dimensions affects adversarial vulnerability of machine learning models.

We present conformal structures in signature (3,2) for which the holonomy of the Fefferman-Graham ambient metric is equal to the non-compact exceptional Lie group G_{2(2)}. We write down the resulting 8-parameter family of G_{2(2)}-metrics in dimension seven explicitly in an appropriately chosen coordinate system on th…

Improved Sparse Polyak for high-dimensional M-estimation with sparser solutions.

Study recovers Riemannian quantities from noisy data densities.

This paper constructs a family of conformally invariant differential operators acting on spinor densities with leading part a power of the Dirac operator. The construction applies for all powers in odd dimensions, and only for finitely many powers in even dimensions. These operators arise naturally as obstructions to f…

We present three large classes of examples of conformal structures for which the equations for the Fefferman-Graham ambient metric to be Ricci-flat are linear PDEs, which we solve explicitly. These explicit solutions enable us to discuss the holonomy of the corresponding ambient metrics. Our examples include conformal …

We construct canonical frames and find all maximally symmetric models for a natural generic class of corank 2 distributions on manifolds of odd dimension greater or equal to 7. This class of distributions is characterized by the following two conditions: the pencil of 2-forms associated with the corresponding Pfaffian …

Given a Kaehler manifold of complex dimension 4, we consider submanifolds of (real) dimension 4, whose Kaehler angles coincide. We call these submanifolds Cayley. We investigate some of their basic properties, and prove that (a) if the ambient manifold is a Calabi-Yau, the minimal Cayley submanifolds are just the Cayle…

The paper characterizes ambient metrics using conformal completion and null infinity properties.

Singularities of area minimizing hypersurfaces can be smoothed in dimensions 9 and 10.

We provide an explicit formula for the Fefferman-Graham-ambient metric of an $n$-dimensional conformal $pp$-wave in those cases where it exists. In even dimensions we calculate the obstruction explicitly. Furthermore, we describe all 4-dimensional $pp$-waves that are Bach-flat, and give a large class of Bach-flat examp…

New method improves counterfactual distribution learning for high-dimensional outcomes.

New bounds for adaptive control in high dimensions without fixed state space.

We consider the problem of clustering a set of high-dimensional data points into sets of low-dimensional linear subspaces. The number of subspaces, their dimensions, and their orientations are unknown. We propose a simple and low-complexity clustering algorithm based on thresholding the correlations between the data po…

Study area-minimizing hypersurfaces in singular manifolds with nonnegative scalar curvature.

The holonomy of the ambient metrics of Nurowski's conformal structures associated to generic real-analytic 2-plane fields on 5-manifolds is investigated. It is shown that the holonomy is always contained in the split real form G_2 of the exceptional Lie group, and is equal to G_2 for an open dense set of 2-plane fields…

Paper proves existence of ambient manifolds for null hypersurfaces solving Einstein equations.

Researchers study solitons on homogeneous manifolds, proving properties of specific types of solitons.

Proves strong Morse inequalities for area functional in low dimensions.

The paper tackles transfer learning for growing matrix representations, improving estimation accuracy.

The (Fefferman-Graham) ambient obstruction tensor is a conformally invariant symmetric trace-free 2-tensor on even-dimensional Riemannian and pseudo-Riemannian manifolds. The conformal deformation complex is a differential complex related to infinitesimal deformations of conformal structure. We construct a conformally …

Study shows diffusion models adapt to manifold hypothesis without dimensionality issues.

Study existence of achronal hypersurfaces with prescribed mean curvature in 3D spacetimes.

For an ancient solution of the mean curvature flow, we show that each time slice M_t is contained in an affine subspace with dimension bounded in terms of the density and the dimension of the evolving submanifold. Recall that an ancient solution is a family M_t that evolves under mean curvature flow for all negative ti…

In this paper we consider the Kleinian groups acting conformally on the sphere $\mathbb{S}^{n+2}$ $(1\leq{n}\leq5)$ which have as limit sets wild spheres $K^n$ which were constructed in \cite{BHV} and prove that $K^n$ is ambient homogeneous. In other words, given two points $p,\,\,q\in{K}$ there exists a homeomorphism …

Perimeter minimizers in curved spaces have a singular set no more than 5 dimensions.

New criteria for Cantor set tameness and wildness via projections.

Smooth approximations near singularities of constant mean curvature surfaces are found.

We prove two new estimates for the level set flow of mean convex domains in Riemannian manifolds. Our estimates give control - exponential in time - for the infimum of the mean curvature, and the ratio between the norm of the second fundamental form and the mean curvature. In particular, the estimates remove a stumblin…

Curvature of 2D subsets preserved in their space.

Tractor Calculus is a powerful tool for analyzing Weyl invariance; although fundamentally linked to the Cartan connection, it may also be arrived at geometrically by viewing a conformal manifold as the space of null rays in a Lorentzian ambient space. For dimension d conformally flat manifolds we show that the (d+2)-di…

For a conformal manifold, we describe a new relation between the ambient obstruction tensor of Fefferman and Graham and the holonomy of the normal conformal Cartan connection. This relation allows us to prove several results on the vanishing and the rank of the obstruction tensor, for example for conformal structures a…

The paper constructs wild Cantor sets in high dimensions.

The paper proves rigidity for shells in non-Euclidean spaces.

Study calculates indices and nullities of focal manifolds in spheres.

Develops deep generative models for stratified learning.

Classifies homogeneous hypersurfaces in specific 4D geometries.

Embed spherical quandles into Lie groups smoothly.

Generalizing earlier work by Ros in ambient dimension three, we prove an affine lower bound for the Morse index of closed minimal hypersurfaces inside a flat torus in terms of their first Betti number (with purely dimensional coefficients).

Projective DP-SGD reduces privacy error by identifying low-dimensional gradient subspaces.

Generalizes embedding formalism for CFTs on curved backgrounds.

The paper proves vanishing theorems for harmonic forms and spinors on stable minimal hypersurfaces.

Proves properties of CMC hypersurfaces in specific spaces.

In his 1910 "Five Variables" paper, Cartan solved the equivalence problem for the geometry of $(2, 3, 5)$ distributions and in doing so demonstrated an intimate link between this geometry and the exceptional simple Lie groups of type $\textrm{G}_2$. He claimed to produce a local classification of all such (complex) dis…