The paper proposes a framework for structured prediction using projection oracles.
arXiv research
A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.
Trend · papers per month
Symplectic coordinates found on projective structures on orbifolds.
Study real projective structures on a specific Coxeter orbifold.
Proof that convex structures on manifolds are open and closed.
In this paper we study the degeneration of convex real projective structures on bordered surfaces.
We determine that the deformation space of convex real projective structures, that is, projectively flat torsion-free connections with the geodesic convexity property on a compact 2-orbifold of negative Euler characteristic is homeomorphic to a cell of certain dimension. The basic techniques are from Thurston's lecture…
Y. Benoist proved that if a closed three-manifold M admits an indecomposable convex real projective structure, then M is topologically the union along tori and Klein bottles of finitely many sub-manifolds each of which admits a complete finite volume hyperbolic structure on its interior. We describe some initial result…
Study on projective orbifolds with ends and their deformation theory.
The paper defines equations for constructing projective structures on 3-manifolds.
The paper characterizes groups acting on real projective spaces.
We define convex projective structures on 2D surfaces with holes and investigate their moduli space. We prove that this moduli space is canonically identified with the higher Teichmuller space for the group PSL_3 defined in our paper math/0311149. We define the quantum version of the moduli space of convex projective s…
We extend cell decomposition to moduli space of convex projective structures.
A real projective orbifold is an -dimensional orbifold modeled on with the group . We concentrate on an orbifold that contains a compact codimension submanifold whose complement is a union of neighborhoods of ends, diffeomorphic to closed -dimensional orbifolds times …
The study connects polygon areas and projective structures in 3D space.
In this paper, we consider the problem of learning high-dimensional tensor regression problems with low-rank structure. One of the core challenges associated with learning high-dimensional models is computation since the underlying optimization problems are often non-convex. While convex relaxations could lead to polyn…
For , we exhibit the first examples of complete finite volume hyperbolic -manifolds with cusps such that infinitely many -orbifolds obtained from by generalized Dehn filling admit properly convex real projective structures. The orbifold fundamental groups of are Gromov-hyperbolic …
In this paper we study the set of projective maps between compact proper convex real projective manifolds. We show that this set contains only finitely many distinct homotopy classes and each homotopy class has the structure of a real projective manifold. When the target manifold is strictly convex, our results imply t…
We consider Gromov-Thurston examples of negatively curved n-manifolds which do not admit metrics of constant sectional curvature. We show that for each n some of the Gromov-Thurston manifolds admit strictly convex real-projective structures.
We prove that non-compact finite volume hyperbolic 3-manifolds that satisfy a mild cohomological condition (infinitesimal rigidity) admit a family of properly convex deformations of their complete hyperbolic structure where the ends become generalized cusps of type 1 or type 2. We also discuss methods for controlling w…
A strictly convex real projective orbifold is equipped with a natural Finsler metric called the Hilbert metric. In the case that the projective structure is hyperbolic, the Hilbert metric and the hyperbolic metric coincide. We prove that the marked Hilbert length spectrum determines the projective structure only up to …
CDP reduces point cloud dimensions by preserving detour-induced local non-convexity.
Given a finite collection P of convex n-polytopes in RP^n (n>1), we consider a real projective manifold M which is obtained by gluing together the polytopes in P along their facets in such a way that the union of any two adjacent polytopes sharing a common facet is convex. We prove that the real projective structure on…
A real projective orbifold has a radial end if a neighborhood of the end is foliated by projective geodesics that develop into geodesics ending at a common point. It has a totally geodesic end if the end can be completed to have the totally geodesic boundary. The purpose of this paper is to announce some partial result…
We prove that the space of convex real projective structures on a surface of genus admits a mapping class group invariant Kähler metric where Teichmüller space with Weil-Petersson metric is a totally geodesic complex submanifold.
In this survey, we study representations of finitely generated groups into Lie groups, focusing on the deformation spaces of convex real projective structures on closed manifolds and orbifolds, with an excursion on projective structures on surfaces. We survey the basics of the theory of character varieties, geometric s…
In this paper, we demonstrate that the complete hyperbolic structure of various two-bridge knots and links cannot be deformed to an inequivalent strictly convex projective structure. We also prove a complementary result showing that under certain rigidity hypotheses, branched covers of amphicheiral knots admit non-triv…
Real projective structures on -orbifolds are useful in understanding the space of representations of discrete groups into or . A recent work shows that many hyperbolic manifolds deform to manifolds with such structures not projectively equivalent to the o…
Extending the Labourie-Loftin correspondence, we establish, on any punctured oriented surface of finite type, a one-to-one correspondence between convex projective structures with specific types of ends and punctured Riemann surface structures endowed with meromorphic cubic differentials whose poles are at the puncture…
We show that associating the Euclidean cell decomposition due to Cooper and Long to each point of the moduli space of framed strictly convex real projective structures of finite volume on the once-punctured torus gives this moduli space a natural cell decomposition. The proof makes use of coordinates due to Fock and Go…
Real projective structures on -orbifolds are useful in understanding the space of representations of discrete groups into or . A recent work shows that many hyperbolic manifolds deform to manifolds with such structures not projectively equivalent to the o…
Study on projective structures and their foliations on surfaces.
We study a properly convex real projective manifold with (possibly empty) compact, strictly convex boundary, and which consists of a compact part plus finitely many convex ends. We extend a theorem of Koszul which asserts that for a compact manifold without boundary the holonomies of properly convex structures form an …
Study foliations in PSL(4,R)-Teichmüller theory, proving two invariant foliations.
The study proves properties of 4D projective manifolds and builds non-hyperbolic examples.
There is a canonical identification, due to the author, of a convex real projective structure on an orientable surface of genus g and a pair consisting of a conformal structure together with a holomorphic cubic differential on the surface. The Deligne-Mumford compactification of the moduli space of curves then suggests…
Study surface subgroups acting on projective space, finding bending laminations and spheres.
Constructs examples of domains divided by groups in dimensions 3 and above.
3-manifold groups can only have convex co-compact representations if they are geometric or hyperbolic.
Let M be a compact manifold of dimension n with a strictly convex projective structure. We consider the geodesic flow of the Hilbert metric on it, which is known to be Anosov. We prove that its topological entropy is less than n-1, with equality if and only if the structure is Riemannian, that is hyperbolic. As a corol…
We extend the canonical cell decomposition due to Epstein and Penner of a hyperbolic manifold with cusps to the strictly convex setting. It follows that a sufficiently small deformation of the holonomy of a finite volume strictly convex real projective manifold is the holonomy of some nearby projective structure with r…
The paper studies the correlation of Hilbert lengths for convex projective surfaces.
New findings on geometric flows and equidistribution in Hilbert geometry.
We review some basic concepts related to convex real projective structures from the differential geometry point of view. We start by recalling a Riemannian metric which originates in the study of affine spheres using the Blaschke connection (work of Calabi and of Cheng-Yau) mentioning its relation with the Hilbert metr…
We study primitive stable representations of free groups into higher rank semisimple Lie groups and their properties. Let be a compact, connected, orientable surface (possibly with boundary) of negative Euler characteristic. We first verify the -regularity for convex projective structures and positive repr…
Research shows how certain flat structures behave in specific convex domains.
Affine deformations of convex cones on projective surfaces.
In this article we give a geometric interpretation of the Hitchin component for PSL(4,R) in the representation variety of a closed oriented surface of higher genus. We show that representations in the Hitchin component are precisely the holonomy representations of properly convex foliated projective structures on the u…
Labourie and the author independently showed that a convex real projective structure on an oriented surface of genus at least 2 is equivalent to a conformal structure plus a holomorphic cubic differential U. We analyze the behavior of the real-projective structure as the conformal structure is fixed and the cubic diffe…