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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.

169,341 papers · 148 categories

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69137206274 · May 202619922001200920182026
48 results for rank 2 geometry

Constructs geometries with nonvanishing curvature and essential automorphisms.

problem Creating geometries with nonvanishing curvature and essential automorphisms.
method Using elements of the kernel of the Kostant Laplacian to construct homogeneous Cartan geometries, then modifying them to make base manifolds compact.
result Infinite families of regular normal Cartan geometries with nonvanishing curvature and essential automorphisms on closed manifolds for higher rank parabolic model geometries.

The paper describes hyperkähler geometry of cotangent bundles using rank-1 projections.

problem Understanding hyperkähler geometry of cotangent bundles via algebraic methods.
method Algebraic description via the scheme of rank-1 projections, isometric embeddings, and generalizations.
result Explicit isometric embeddings and generalizations of hyperkähler geometry.

Study shows nonexistence of certain geometric structures in complex geometries.

problem Failure of Lichnerowicz-type conjectures in specific parabolic geometries.
method Used techniques from Erickson to establish existence of specific geometries.
result Nonexistence of certain geometric structures in Yamaguchi nonrigid parabolic models.

Paper studies polynomial decomposition in system identification and machine learning.

problem Identifying a polynomial decomposition model in system identification and machine learning.
method Introduces X-rank decomposition and proves results on generic/maximal rank and identifiability.
result Proves new results on identifiability of a polynomial decomposition model.

Study on manifolds with higher-rank lattice actions in projective and conformal classes.

problem Global properties of manifolds with higher-rank lattice actions.
method Analysis of actions of cocompact lattices in higher-rank Lie groups on manifolds with projective or conformal structures.
result Manifolds with maximal real-rank are globally equivalent to their model spaces or their double covers.

Estimates covariance matrices for matrix-variate data via core covariance geometry.

problem Estimating covariance matrices for matrix-variate data with partial isotropy.
method Fixed-rank core covariance geometry, partial-isotropy rank-r core shrinkage estimator.
result The geometry of the space of rank-r cores is a smooth manifold.

We consider two Riemannian geometries for the manifold M(p,m×n)\mathcal{M}(p,m\times n) of all m×nm\times n matrices of rank pp. The geometries are induced on M(p,m×n)\mathcal{M}(p,m\times n) by viewing it as the base manifold of the submersion π:(M,N)MNTπ:(M,N)\mapsto MN^T, selecting an adequate Riemannian metric on the total space, and …

2012-09-01abs ↗pdf ↗

Study explores warped geometries of tensor manifolds, finding non-geodesic connections for some parameters.

problem Investigate non-geodesic connections in warped Segre-Veronese manifolds.
method Investigate a one-parameter family of warped geometries, presenting closed expressions for maps and distance.
result Segre-Veronese manifolds are not geodesically connected in Euclidean geometry but can be for some warping parameters.

CoreFlow models matrix-valued distributions efficiently, preserving shared low-rank structure.

problem Learning matrix-valued distributions from high-dimensional and incomplete data.
method Low-rank flow model that learns shared row/column subspaces and trains a normalizing flow on the core.
result CoreFlow improves generation quality in few-sample regimes and remains competitive in data-rich settings.

We consider locally conformal Kaehler geometry as an equivariant, homothetic Kaehler geometry (K,Γ). We show that the de Rham class of the Lee form can be naturally identified with the homomorphism projecting Γto its dilation factors, thus completing the description of locally conformal Kaehler geometry in this equivar…

2010-01-27abs ↗pdf ↗

We prove a theorem relating the automorphism group of a Cartan geometry to the group on which the geometry is modeled: a component of the adjoint representation of the first embeds in the adjoint representation of the second. Consequences of the theorem include general bounds on the rank and nilpotence degree of an aut…

2007-09-24abs ↗pdf ↗

New Ricci flat Kähler metrics found on complex symmetric spaces.

problem Finding Ricci flat Kähler metrics on complex symmetric spaces.
method Using an explicit asymptotic model with interpretation of geometry at infinity in the wonderful compactification.
result Obtained new Ricci flat Kähler metrics on complex symmetric spaces of rank two.

Researchers show mixtures of ranking models are generally identifiable.

problem Understanding when and how parameters of mixtures of ranking models can be uniquely determined.
method Algebraic geometry framework applied to verify the number of solutions in polynomial systems.
result Popular mixtures of ranking models with two components are generically identifiable.

Develops a method to interpolate data for efficient inversion in nonuniform geometries.

problem Efficient inversion in nonuniform geometries where not all sources see all receivers.
method Interpolates data to an ideal acquisition geometry while solving the inverse problem using simultaneous shots.
result Illustrates the flexibility and efficiency of the approach using synthetic experiments.

New findings on geometric flows and equidistribution in Hilbert geometry.

problem Characterizing dynamical and counting results in Hilbert geometry.
method Study of dynamical and counting results in rank-one properly convex projective structures with Hilbert metrics.
result Hilbert geodesic flow is strongly mixing and orbits and primitive closed geodesics equidistribute.

We construct a sequence of primitive-stable representations of free groups into PSL(2,C) whose ranks go to infinity, but whose images are discrete with quotient manifolds that converge geometrically to a knot complement. In particular this implies that the rank and geometry of the image of a primitive-stable representa…

2010-09-30abs ↗pdf ↗

Study the distribution for low-rank matrix learning, improving inference methods.

problem Lack of understanding of underlying probability distributions in low-rank matrix learning.
method Analyze the distribution f(X)eλXf(X)\propto e^{-λ\Vert X\Vert_*}, using differential geometry to design an improved MCMC algorithm and learn penalty parameter λ.
result Improved MCMC algorithm and penalty parameter learning for low-rank Bayesian inference.

Study of graphs interpolating curve and pants graphs, providing formulae and geometry classifications.

problem Understanding the large-scale geometry of graphs connecting curve and pants graphs.
method Developed explicit formulae for quasi-flat ranks and classified geometries using twist-free graphs of multicurves.
result Explicit formulae for quasi-flat ranks and classification of geometries into hyperbolic, relatively hyperbolic, and thick cases.

Study of a specific geometry in 8D with rank 3 distributions.

problem Characterizing and understanding a particular type of rank 3 distributions in 8D.
method Solving an equivalence problem for a system of ODEs, constructing differential invariants, and using Cartan's reduction procedure.
result Found homogeneous models with maximally degenerate harmonic curvature quintic and characterized their symmetry algebras.

New examples of sub-Riemannian structures satisfying Minimizing Sard conjecture found.

problem Finding complete sub-Riemannian structures satisfying the Minimizing Sard conjecture.
method Techniques from nonsmooth analysis and geometric measure theory.
result Complete sub-Riemannian structures associated with distributions of co-rank 2 or generic distributions of rank ≥ 2 satisfy the Minimizing Sard conjecture.

New method proves asymptotic normality for matrix sensing problems.

problem Proving asymptotic normality for matrix sensing under general convex losses.
method Riemannian geometry to handle degeneracy of the Hessian due to rotational symmetry.
result Proves n(φ0φ)DN(0,(H)1)\sqrt{n}(φ^0-φ^*)\xrightarrow{D}N(0,(H^*)^{-1}) as non o\infty.

This work investigates implicit bias in multiclass separable data using a novel geometry-aware optimizer.

problem Understanding implicit bias in overparameterized models on multiclass separable data.
method Introduces NucGD, a geometry-aware optimizer enforcing low-rank structures through nuclear norm constraints.
result NucGD enables scalable training and characterizes the impact of stochastic optimization dynamics.

We develop a new method for filling in missing data in tensors using Riemannian geometry.

problem Filling in missing entries of tensors under a low-rank constraint.
method Riemannian trust-region method based on the Weingarten map and Riemannian optimization.
result Our method outperforms existing Riemannian tensor completion methods in terms of convergence and computational complexity.

3-quasi-Sasakian manifolds were studied systematically by the authors in a recent paper as a suitable setting unifying 3-Sasakian and 3-cosymplectic geometries. This paper throws new light on their geometric structure which reveals to be generally richer compared to the 3-Sasakian subclass. In fact, it turns out that t…

2008-01-11abs ↗pdf ↗

Geometric structures on surfaces relate to 2-plane distributions in 5D.

problem Understanding geometric properties of vector bundles and distributions.
method Study of horizontal 2-plane distributions on 5-manifolds.
result Established a connection between surface projective differential geometry and 2-plane distribution growth.

We classify compact homogeneous geometries of irreducible spherical type and rank at least 2 which admit a transitive action of a compact connected group, up to equivariant 2-coverings. We apply our classification to polar actions on compact symmetric spaces.

2012-05-10abs ↗pdf ↗

Study on Lie groups acting conformally on pseudo-Riemannian manifolds.

problem Determine the smallest index for pseudo-Riemannian manifolds under conformal Lie group actions.
method Analyzing compact pseudo-Riemannian manifolds of signature (p,q) with simple Lie group G of rank 1.
result For optimal index and non-exceptional G, the metric must be conformally flat.

The study examines closed manifolds with ray nil-affine structures and their completeness.

problem Characterizing closed manifolds with ray nil-affine structures.
method Analyzing properties of nilpotent spaces and flag manifolds, applying rank conditions and automorphism group actions.
result Closed manifolds are either complete or their developing map is a cover onto the complement of a nil-affine subspace.