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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.

168,657 papers · 148 categories

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75150224299 · Jun 202019922001200920172026
48 results for differentiable projection

Studies projective geometry and partial differential equations prolongation.

problem Understanding the prolongation of overdetermined geometric partial differential equations.
method Introduction to differential geometry and tractor calculus, study of prolongation of equations.
result Recovery of projective tractor and cotractor connections via partial differential equations prolongation.

Paper links set derivatives to its orthogonal projections.

problem Understanding the relationship between set derivatives and projections.
method Derives equations from topological link between Minkowski functional partial derivatives and set boundary.
result System of equations for orthogonal projections derived.

We propose definitions of homogeneity and projective equivalence for systems of ordinary differential equations of order greater than two, which allow us to generalize the concept of a spray (for systems of order two). We show that the Euler-Lagrange fields of parametric Lagrangians of order greater than one which are …

2011-09-16abs ↗pdf ↗

Classifies and constructs intertwining differential operators between line and vector bundles over real projective space.

problem Classifying and constructing intertwining differential operators between line and vector bundles over real projective space.
method F-method for classification and construction of intertwining differential operators.
result Generalizes a classical result of Bol for SL(2,R)SL(2,\mathbb{R}) and classifies intertwining operators for SL(n,R)SL(n,\mathbb{R}).

New method detects projective equivalences and symmetries in rational 3D curves.

problem Detecting projective equivalences and symmetries in rational 3D curves.
method Using differential invariants and Möbius transformations to avoid solving large polynomial systems.
result Efficient algorithm for detecting projective equivalences and symmetries without solving large polynomial systems.

We show that, for both the conformal and projective groups, all the differential invariants of a generic surface in three-dimensional space can be written as combinations of the invariant derivatives of a single differential invariant. The proof is based on the equivariant method of moving frames.

2007-10-02abs ↗pdf ↗

Optimizes differentially private kernel learning with random projection.

problem Privacy-preserving learning algorithms with optimal performance.
method Differentially private kernel ERM algorithm based on random projection in reproducing kernel Hilbert space.
result Achieves minimax-optimal excess risk rates for various loss functions.

Two projective structures on Riemann surfaces are described and shown not to be identical.

problem Characterizing and distinguishing projective structures on Riemann surfaces.
method Construction and analysis of projective structures pup_u and php_h using the period map and moduli space.
result The Hodge projective structure php_h is not the same as the uniformization projective structure pup_u.

The paper classifies and constructs differential symmetry breaking operators from a line bundle to a vector bundle over real projective spaces.

problem Classifying and constructing differential symmetry breaking operators.
method Utilizing factorization identities and branching laws of generalized Verma modules.
result Differential symmetry breaking operators from a line bundle to a vector bundle over real projective spaces are classified and constructed.

PNDEs project neural dynamics onto constraint manifolds, improving accuracy and stability.

problem Learning dynamics from data without violating known constraints.
method Projecting the learned vector field onto the tangent space of the constraint manifold.
result PNDEs outperform existing methods in learning constrained dynamical systems.

We search for Riemannian metrics whose Levi-Civita connection belongs to a given projective class. Following Sinjukov and Mikes, we show that such metrics correspond precisely to suitably positive solutions of a certain projectively invariant finite-type linear system of partial differential equations. Prolonging this …

2008-06-24abs ↗pdf ↗

We study the existence of natural and projectively equivariant quantizations for differential operators acting between order 1 vector bundles over a smooth manifold M. To that aim, we make use of the Thomas-Whitehead approach of projective structures and construct a Casimir operator depending on a projective Cartan con…

2006-01-21abs ↗pdf ↗

A method to visualize multidimensional local subspaces using implicit differentiation.

problem Understanding the effect of multidimensional projection on local subspaces.
method Implicit function differentiation to analyze local subspaces shaped by multidimensional ellipses.
result Visualization of local subspaces provides insights into the global structure of data.

The paper introduces DP algorithms using random projections and sign random projections for improved privacy in machine learning.

problem Improving differential privacy in machine learning applications.
method Developed algorithms based on random projections and sign random projections, focusing on individual differential privacy (iDP) and standard differential privacy (DP).
result DP-SignOPORP and iDP-SignRP achieve superior performance in differential privacy, especially for small epsilon values.

We study the equivalence problem under projective transformation for CR-hypersurfaces of complex projective space. A complete set of projective differential invariants for analytic hypersurfaces is given. The self-dual strongly C-linearly convex hypersurfaces are characterized.

2010-10-27abs ↗pdf ↗

Paper develops a new method for differential privacy sampling using Wasserstein distance.

problem Sampling from distributions under differential privacy constraints with geometric structure consideration.
method Develops a novel framework with Wasserstein Projection Mechanism (WPM) for minimax optimal mechanisms.
result Proposes efficient algorithms for approximate computation of the Wasserstein Projection Mechanism.

We study the limits of holonomy representations of complex projective structures on a compact Riemann surface in the Morgan-Shalen compactification of the character variety. We show that the dual R-trees of the quadratic differentials associated to a divergent sequence of projective structures determine the Morgan-Shal…

2011-05-25abs ↗pdf ↗

Bounds projective structure norms by bending lamination lengths.

problem Bounding the L2L^2-norm of projective structures.
method Using the Thurston parameterization and Krasnov-Schlenker's WW-volume theory.
result Upper bounds on L2L^2-norm of holomorphic quadratic differential by the length of bending lamination.

Study of rigid body displacements in a projective space over dual numbers with geometric interpretations.

problem Understanding rigid body displacements in a novel geometric space.
method Projective differential geometry over the ring of dual numbers.
result Existence of non-straight curves with multiple osculating tangents.

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…

2006-11-09abs ↗pdf ↗

New Finsler metrics describe trace function growth rates in convex projective surfaces.

problem Understanding growth rates of trace functions in convex projective surfaces.
method Introduced new Finsler metrics and showed their convergence to describe trace function growth.
result Logarithms of trace functions are approximated by lengths in a Finsler metric defined by cubic differential.

Continuous family of elliptic operators' projections maintain Cauchy data spaces.

problem Maintaining Cauchy data spaces for a continuous family of elliptic operators.
method Elementary tools and classical results applied to operator graphs, Sobolev spaces, and Green's formula.
result Orthogonalized Calderón projections form a continuous family of projections.

Given any compact Riemann surface CC, there is a canonical meromorphic 2--form η^\widehatη on C×CC\times C, with pole of order two on the diagonal ΔC×CΔ\, \subset\, C\times C, constructed in \cite{cfg}. This meromorphic 2--form η^\widehatη produces a canonical projective structure on CC. On the other hand the uniformiza…

2019-12-18abs ↗pdf ↗

We investigate the differential calculus defined by Ashtekar and Lewandowski on projective limits of manifolds by means of cylindrical smooth functions and compare it with the C^infty calculus proposed by Froehlicher and Kriegl in more general context. For products of connected manifolds, a Boman theorem is proved, sho…

1998-04-07abs ↗pdf ↗

Let MM be either a projective manifold (M,Pi)(M,Pi) or a pseudo-Riemannian manifold (M,g).(M,g). We extend, intrinsically, the projective/conformal Schwarzian derivatives that we have introduced recently, to the space of differential operators acting on symmetric contravariant tensor fields of any degree on M.M. As operators,…

2001-01-08abs ↗pdf ↗

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…

2015-03-09abs ↗pdf ↗

This article is a survey of recent work of the authors developing a new approach to quantization based on the equivariance with respect to some Lie group of symmetries. Examples are provided by conformal and projective differential geometry: given a smooth manifold M endowed with a flat conformal/projective structure, …

1999-10-19abs ↗pdf ↗

We show that the group of smooth homotopy 77-spheres acts freely on the set of smooth manifold structures on a topological manifold MM which is homotopy equivalent to the real projective 77-space. We classify, up to diffeomorphism, all closed manifolds homeomorphic to the real projective 77-space. We also show that…

2015-10-11abs ↗pdf ↗

Classifies and constructs intertwining differential operators between vector bundles over real projective space.

problem Classifying and constructing intertwining differential operators between vector bundles over RP2\mathbb{RP}^2.
method Utilizes SL(3,R)SL(3,\mathbb{R})-intertwining differential operators, BGG resolution, and representation theory.
result Irreducible unitary highest weight modules of SU(1,2)SU(1,2) at reduction points classified by Cartan and PRV operators.

Study on parabolic points and cylindrical surfaces in Euclidean 3-space.

problem Characterizing parabolic points and their geometric properties.
method Introducing contact cylindrical surfaces and analyzing their properties.
result Characterization of A\mathcal{A}-singularity through projections.

Classifies Teichmüller curves in specific hyperelliptic components of meromorphic differentials.

problem Classifying Teichmüller curves in hyperelliptic components of meromorphic strata.
method Non-existence criterion based on intersections with moduli space boundary.
result Contradiction to algebraicity of candidate Teichmüller curves outside Hurwitz covers.