This paper connects Wasserstein distances to MMD norms for compressive statistical learning.
arXiv research
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Adversarial online nonparametric regression achieves optimal rates with locally adaptive learning.
In this paper we show that for the purposes of dimensionality reduction certain class of structured random matrices behave similarly to random Gaussian matrices. This class includes several matrices for which matrix-vector multiply can be computed in log-linear time, providing efficient dimensionality reduction of gene…
In the context of stochastic continuum-armed bandits, we present an algorithm that adapts to the unknown smoothness of the objective function. We exhibit and compute a polynomial cost of adaptation to the H{ö}lder regularity for regret minimization. To do this, we first reconsider the recent lower bound of Locatelli an…
Study approximates unknown function levels with queries.
The purpose of these notes is to explain parts of Gromov's survey of Carnot-Carathedory spaces, in the light of subsequent results of M. Rumin. Among the rich material provided by Gromov, most of which pertains to analysis on metric spaces, we choose to concentrate on the H{ö}lder equivalence problem for Carnot manifol…
Study inradius collapsed manifolds with lower Ricci curvature bounds, proving properties of their limits.
New subgroups found in CAT(0) groups with exotic finiteness properties.
Let G, a subset of O(4), act isometrically on the 3-sphere. In this article we calculate a lower bound for the diameter of the quotient spaces . We find it to be , which is exactly the value of the lower bound for diameters of the spherical space forms. In the p…
J. Nash proved that the geometry of any Riemannian manifold M imposes no restrictions to be embedded isometrically into a (fixed) ball B_{\mathbb{R}^{N}}(1) of the Euclidean space R^N. However, the geometry of M appears, to some extent, imposing restrictions on the mean curvature vector of the embedding.
We study finite energy classes of quasiplurisubharmonic (qpsh) functions in the setting of toric compact K{ä}hler manifolds. We characterize toric qpsh functions and give necessary and sufficient conditions for them to have finite (weighted) energy, both in terms of the associated convex function in R n , and through t…
A variant of Gromov's H{ö}lder-equivalence problem, motivated by a pinching problem in Riemannian geometry, is discussed. A partial result is given. The main tool is a general coarea inequality satisfied by packing energies of maps.
Study estimates gaps in semigroup products, proving embedding properties.
General lower bounds on neural network approximation in L^p norm.
The article proves a lower semicontinuity property of holonomy maps.
Sharp lower bound for curvature in Kähler manifolds.
PFM generates novel samples on data manifolds using pullback geometry.
We study stability properties of -minimal hypersurfaces isometrically immersed in weighted manifolds with non-negative Bakry-Emery Ricci curvature under volume growth conditions. Moreover, exploiting a weighted version of a finiteness result and the adaptation to this setting of Li-Tam theory, we investigate the top…
We find a local solution to the Ricci flow equation under a negative lower bound for many known curvature conditions. The flow exists for a uniform amount of time, during which the curvature stays bounded below by a controllable negative number. The curvature conditions we consider include 2-non-negative and weakly $\t…
The study examines manifolds with specific curvature properties and finds topological and metric constraints.
Validates economic scenarios using statistical tests on stochastic processes.
Rigidity results for Hawking mass in curved spaces with bounds on Bartnik capacity.
We present examples of metric spaces that are not Riemannian manifolds nor dimensionally homogeneous that satisfy the Tetrahedral Property. In spite of that, Euclidean cones over metric spaces with small diameter do not satisfy this property. We extend Sormani's Tetrahedral Property to a less restrictive property and p…
Consider a lattice in a group , $SL_2(\Q_p)$. We discuss actions of by affine isometric transformations of Hilbert spaces. We show that for irreducible affine isometric action of its restriction to is irreducible. We prove the existence of canonical irreducible affine iso…
We construct a two parameter family of eleven-dimensional indecomposable Cahen-Wallach spaces with irreducible, non-flat, non-restricted geometric supersymmetry of fraction . Its compactified moduli space can be parametrized by a compact interval with two points corresponding to two non-isometric, decom…
Study minimal Kähler submanifolds in product of space forms.
New infinite family of 4-manifolds with same stable properties but not homotopy equivalent.
We answer Mark Kacs famous question - can one hear the shape of a drum - in the negative for orbifolds that are spherical space forms. This is done by extending the techniques developed by A. Ikeda on Lens Spaces to the orbifold setting. Several results are proved to show that with certain restrictions on the dimension…
Topology of isometric classes and flows of geometric structures
Paper proves rigidity for certain spacelike hypersurfaces in de Sitter space.
Extends Hard Lefschetz Property to isometric flows and shows equivalence.
Using a bigraded differential complex depending on the CR and pseudohermitian structure, we give a characterization of three-dimensional strongly pseudoconvex pseudo-hermitian CR-manifolds isometrically immersed in Euclidean space in terms of an integral representation of Weierstrass type. Restricting to…
An isometric compact group action is called polar if there exists a closed embedded submanifold which meets all orbits orthogonally. Let be the associated generalized Weyl group. We study the properties of the lifting action on the cotangent bundle . In pa…
In this paper nontrivial Killing vector fields of constant length and corresponding flows on smooth complete Riemannian manifolds are investigated. It is proved that such a flow on symmetric space is free or induced by a free isometric action of the circle . The properties of the set of all points with finite (inf…
Conditions for reducing quasi-actions to tree actions and group properties.
Researchers embed gravitational instantons in higher-dimensional spaces.
We are concerned with the global weak rigidity of the Gauss-Codazzi-Ricci (GCR) equations on Riemannian manifolds and the corresponding isometric immersions of Riemannian manifolds into the Euclidean spaces. We develop a unified intrinsic approach to establish the global weak rigidity of both the GCR equations and isom…
Let be a discrete group with property of Kazhdan. We prove that any Riemannian isometric action of on a compact manifold is locally rigid. We also prove a more general foliated version of this result. The foliated result is used in our proof of local rigidity for standard actions of higher rank semisi…
We investigate isometric immersions of disks with constant negative curvature into , and the minimizers for the bending energy, i.e. the norm of the principal curvatures over the class of isometric immersions. We show the existence of smooth immersions of arbitrarily large geodesic balls i…
The study examines almost Ricci-Yamabe solitons on almost Kenmotsu manifolds and their properties.
New obstruction found for embedding Riemannian manifolds into Euclidean spaces.
Lower bounds on queries needed for finding stationary points in non-convex optimization.
We establish the weak continuity of the Gauss-Coddazi-Ricci system for isometric embedding with respect to the uniform -bounded solution sequence for , which implies that the weak limit of the isometric embeddings of the manifold is still an isometric embedding. More generally, we establish a compensated comp…
We present a compensated compactness theorem in Banach spaces established recently, whose formulation is originally motivated by the weak rigidity problem for isometric immersions of manifolds with lower regularity. As a corollary, a geometrically intrinsic div-curl lemma for tensor fields on Riemannian manifolds is ob…
New group found not satisfying quasi-isometric triviality property.
Study on closed curves on negatively curved surfaces, linking number formula, and restrictions.
Proves upper bound on systolic ratio for circle fillings.
Study on embedding properties of Riemannian manifolds with specific geometric constraints.