arXiv research

The thesis defines and proves invariants for manifolds of bounded geometry.

Novikov conjecture reduced to Lipschitz cohomology of groups.

In this paper we describe the notion of a weak lipschitzianity of a mapping on a $C^{q}$ stratification. We also distinguish a class of regularity conditions that are in some sense invariant under definable, locally Lipschitz and weakly bi-Lipschitz homeomorphisms. This class includes the Whitney (B) condition and the …

The study examines Lipschitz normally embedded Hölder triangles in 4D space.

Defines a new modulus for Lipschitz surfaces and proves a homological duality theorem.

Guarantees uniform convergence for square-root Lipschitz losses.

New Transformers maintain Lipschitz continuity for robustness.

Extends Lipschitz functions while preserving local constants.

Muon fails to converge on convex Lipschitz functions.

We focus our attention on the notion of intrinsic Lipschitz graphs, inside a special class of metric spaces i.e. the Carnot groups. More precisely, we provide a characterization of locally intrinsic Lipschitz functions in Carnot groups of step 2 in terms of their intrinsic distributional gradients.

We characterize locally Lipschitz mappings and existence of Lipschitz extensions through a first order nonlinear system of PDEs. We extend this study to graded group-valued Lipschitz mappings defined on compact Riemannian manifolds. Through a simple application, we emphasize the connection between these PDEs and the Ru…

Extends Palais' result on diffeomorphisms to homeomorphisms and bi-Lipschitz mappings.

A link of an isolated singularity of a two-dimensional semialgebraic surface in $R^4$ is a knot (or a link) in $S^3$. Thus the ambient Lipschitz classification of surface singularities in $R^4$ can be interpreted as a bi-Lipschitz refinement of the topological classification of knots (or links) in $S^3$. We show that, …

Characterizes quasi-isometric embeddings in coarsely Lipschitz category.

The local Lipschitz constant of a neural network is a useful metric with applications in robustness, generalization, and fairness evaluation. We provide novel analytic results relating the local Lipschitz constant of nonsmooth vector-valued functions to a maximization over the norm of the generalized Jacobian. We prese…

The paper extends a measure preserving property to bi-Lipschitz maps between Moran sets.

We consider Aubry-Mather theory for a subclass of class A spacetimes, i.e. compact vicious spacetimes with globally hyperbolic Abelian cover. In this subclass, called class A_1, we obtain improved results on timelike maximizers and Lipschitz continuity of the time separation of the Abelian cover on the i.g. optimal sub…

We prove that the multiplication maps $\mathbb{s}^n \times \mathbb{s}^n \rightarrow \mathbb{s}^n$ ($n = 1, 3, 7$) for unit complex, quaternion and octonion numbers are, up to isometries of domain and range, the unique Lipschitz constant minimizers in their homotopy classes. Other geometrically natural maps, such as pro…

Smooth functions preserve Zygmund class on curves.

New scalable Lipschitz bounds improve neural network robustness analysis.

We define self-adjoint extensions of the Hodge Laplacian on Lipschitz domains in Riemannian manifolds, corresponding to either the absolute or the relative boundary condition, and examine regularity properties of these operators' domains and form domains. We obtain results valid for general Lipschitz domains, and stron…

Maps and measures on surfaces link best Lipschitz and least gradient functions.

In this paper we prove that every definable set has a definable triangulation which is locally Lipschitz and weakly bi-Lipschitz on the natural simplicial stratification of the simplicial complex. We also distinguish a class T of regularity conditions and give a universal construction of a definable triangulation with …

Paper defines and studies measures related to earthquakes and best Lipschitz maps.

Proves new concentration inequalities for sub-gaussian and sub-exponential variables.

We study Anosov representations whose limit set has intermediate regularity, namely is a Lipschitz submanifold of a flag manifold. We introduce an explicit linear functional, the unstable Jacobian, whose orbit growth rate is integral on this class of representations. We prove that many interesting higher rank represent…

Sharp Lipschitz bounds for flow-matching and diffusion models with optimal sampling rates.

GD-trained shallow ReLU nets learn Lipschitz functions with noise.

The paper studies Lipschitz bounds for integral kernels under differentiability assumptions.

New parameterization of neural networks with Lipschitz bounds for robustness.

Given a Hopf fibration of a round sphere by parallel great subspheres, we prove that the projection map to the base space is, up to isometries of domain and range, the unique Lipschitz constant minimizer in its homotopy class. Similarly, given a Hopf fibration of a round sphere by parallel great circles, we view a unit…

The paper proves Rademacher's theorem for Heisenberg groups.

Square inscribed in a curve made of two graph functions.

We investigate contextual online learning with nonparametric (Lipschitz) comparison classes under different assumptions on losses and feedback information. For full information feedback and Lipschitz losses, we design the first explicit algorithm achieving the minimax regret rate (up to log factors). In a partial feedb…

The study establishes equivalence of conditions on metric manifolds with finite volume.

Study bi-Lipschitz equivalence of mixed polynomials under specific conditions.

Upper bound on expected supremum of Bernoulli process.

Estimates hypergraphons for modeling complex interactions efficiently.

We investigate the challenge of multi-output learning, where the goal is to learn a vector-valued function based on a supervised data set. This includes a range of important problems in Machine Learning including multi-target regression, multi-class classification and multi-label classification. We begin our analysis b…

Residual flows are shown to approximate MMD well.

Paper introduces risk assessment for contextual bandits without experiments.

In [9] Kaimanovich introduced the concept of augmented tree on the symbolic space of a self-similar set. It is hyperbolic in the sense of Gromov, and it was shown in [13] that under the open set condition, a self-similar set can be identified with the hyperbolic boundary of the tree. In the paper, we investigate in det…

Let us consider a Riemannian manifold $M$ (either separable or non-separable). We prove that, for every $ε>0$, every Lipschitz function $f:M\rightarrow\mathbb R$ can be uniformly approximated by a Lipschitz, $C^1$-smooth function $g$ with $\Lip(g)\le \Lip(f)+ε$. As a consequence, every Riemannian manifold is uniformly …

Uniform heat kernel bounds lead to synthetic Ricci curvature conditions for Lipschitz manifolds.

We find maximal representatives within equivalence classes of metric spheres. For Ahlfors regular spheres these are uniquely characterized by satisfying the seemingly unrelated notions of Sobolev-to-Lipschitz property, or volume rigidity. We also apply our construction to solutions of the Plateau problem in metric spac…

The problem of adversarial examples has highlighted the need for a theory of regularisation that is general enough to apply to exotic function classes, such as universal approximators. In response, we give a very general equality result regarding the relationship between distributional robustness and regularisation, as…

Lipschitz mappings found between Riemann surfaces with specific properties.

Efficient binary sampling method for global optimization of univariate functions with low regret.