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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.

168,695 papers · 148 categories

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48 results for global dimension

Investigates maps and properties in spaces with negative dimensions and curvature.

problem Existence of transport maps and local-to-global property in spaces with negative dimensions and bounded Ricci curvature.
method Examines metric measure spaces with negative curvature dimensions and applies reduced curvature-dimension conditions.
result Establishes the existence of transport maps and proves the local-to-global property.

Stability of singularity formation in Yang-Mills fields in higher dimensions.

problem Stability of self-similar blowup profiles for Yang-Mills equations in (1+d)(1+d)-dimensions.
method Analysis of explicitly known equivariant self-similar blowup solution and small equivariant perturbations.
result Global-in-space asymptotic stability of the self-similar blowup solution for Yang-Mills equations in (1+d)(1+d)-dimensions for d5d \geq 5.

The paper proves global invertibility for certain local diffeomorphisms and biholomorphisms in higher dimensions.

problem Global invertibility of local diffeomorphisms and biholomorphisms in higher dimensions.
method The approach uses conformal geometry, complex analysis, elliptic PDEs, and topology.
result The main theorem guarantees global invertibility for specific local diffeomorphisms and biholomorphisms in higher dimensions.

The study examines differential smoothness in specific Artin-Schelter regular algebras of dimension 5.

problem Investigating the differential smoothness of Artin-Schelter regular algebras of dimension 5.
method Analyzing the relationship between the number of generators and Gelfand-Kirillov dimension to identify structural obstructions.
result Certain two- and four-generator AS-regular algebras of global dimension five fail to admit a differential calculus, while a five-generator graded Clifford algebra provides a positive example.

We survey some recent developments in the quest for global surfaces of section for Reeb flows in dimension three using methods from Symplectic Topology. We focus on applications to geometry, including existence of closed geodesics and sharp systolic inequalities. Applications to topology and celestial mechanics are als…

2017-12-05abs ↗pdf ↗

Example of spacetime with causal bubbling, splitting into timelike and spacelike parts.

problem Understanding causal bubbling in spacetimes.
method Example of a globally hyperbolic spacetime with a continuous metric, splitting orthogonally into timelike and spacelike parts.
result The synthetic timelike curvature-dimension (TCD) condition does not prevent causal bubbling.

Proposes a tool to contrast global vs personalized models in clinical prediction.

problem Balancing global vs personalized models in clinical prediction.
method Localized regression approach using autoencoder for dimension reduction.
result Identification of patient subgroups where global models fall short.

Develops a computationally tractable high-dimensional differential privacy estimator.

problem Differential privacy in high dimensions is computationally intractable.
method Combines high-dimensional robust statistics with differential privacy techniques.
result A computationally tractable algorithm with dimension-independent privacy loss.

TREGO improves EGO for global optimization of high-dimensional problems.

problem Efficient Global Optimization struggles with high dimensions and lacks theoretical guarantees.
method TREGO alternates between EGO steps and local steps within a trust region.
result TREGO outperforms EGO and other methods in black-box optimization problems.

Researchers find solutions to Einstein equations in higher dimensions.

problem Finding spatially homogeneous solutions to vacuum Einstein equations in general dimensions.
method Assumed spatially homogeneous spacetime, solved Einstein equations for globally hyperbolic spacetimes with specific symmetry groups.
result Spatially homogeneous solutions found, corresponding to Bianchi type II in 4D, and constraints on spacetime expansion.

New DR algorithm preserves both local and global structure.

problem Trade-off between preserving local and global structure in DR methods.
method Analysis of existing DR methods and design principles for loss functions.
result Design of PaCMAP algorithm that preserves both local and global structure.

Paper examines global Covid-19 data complexity and finds low intrinsic dimensions.

problem Understanding the complexity of Covid-19 data across countries.
method Used a Bayesian mixture model (Hidalgo) to estimate intrinsic dimensionality.
result Covid-19 data projects onto two low-dimensional manifolds without significant loss of information.

VAE global minima can learn correct manifold dimensions, even with conditioning variables.

problem Understanding VAE behavior on manifolds and adapting to varying dimensions.
method Proving VAE global minima can learn correct manifold dimensions and extending to CVAEs.
result Proven that VAE global minima can learn correct manifold dimensions and adapted to CVAEs.

The paper proves the existence of area-minimizing hypersurfaces in AF manifolds of higher dimensions.

problem Existence of area-minimizing hypersurfaces in AF manifolds with arbitrary dimension and ends.
method Positive mass theorem for AF manifolds with arbitrary ends and global behavior for hypersurfaces in AF manifolds of dimension ≤ 8.
result Existence and behavior of area-minimizing hypersurfaces in AF manifolds of higher dimensions.

Employing Morse theory for the global control of monodromy and the method of analytic discs for local extension, we establish a version of the global Hartogs extension theorem in a singular setting: for every domain D of an (n-1)-complete normal complex space X of pure dimension n >= 2 and for every compact set K in D …

2007-04-24abs ↗pdf ↗

The paper studies dimensions of attractors for modified Leray-alpha equation on various surfaces.

problem Investigate attractor dimensions of the modified Leray-alpha equation.
method Existence and uniqueness of weak solutions, global attractor existence, estimates for vorticity scalar equations, Kolmogorov flows.
result Established upper and lower bounds for Hausdorff and fractal dimensions of global attractors on S2\mathbb{S}^2 and T2\mathbb{T}^2.

Study on dimensions of Killing vector fields on gradient Ricci solitons.

problem Estimating dimensions of Killing vector fields on gradient Ricci solitons.
method Analyzes the structure of gradient Ricci solitons to estimate dimensions of Killing vector fields.
result Maximal dimension of Killing vector fields on irreducible non-trivial gradient Ricci solitons.

The Gannon-Lee singularity theorems give well-known restrictions on the spatial topology of singularity-free (i.e., nonspacelike geodesically complete), globally hyperbolic spacetimes. In this paper, we revisit these classic results in the light of recent developments, especially the failure in higher dimensions of a c…

2010-05-30abs ↗pdf ↗

A basic question in submanifold theory is whether a given isometric immersion f ⁣:MnRn+pf\colon M^n\to\R^{n+p} of a Riemannian manifold of dimension n3n\geq 3 into Euclidean space with low codimension pp admits, locally or globally, a genuine infinitesimal bending. That is, if there exists a genuine smooth variation of ff by…

2019-04-23abs ↗pdf ↗

The paper explains how ReLU nets converge globally in high dimensions without strict assumptions.

problem Understanding global convergence of ReLU nets in very high dimensions.
method Fine-grained analysis of random activation matrices and detailed gradient norm and curvature analysis.
result Empirical loss function has favorable geometrical properties in the overparameterized setting.

We consider the problem of extending functions φ:\to S^n to functions u:B^{n+1}\to S^n for n=2,3. We assume φto belong to the critical space W^{1,n} and we construct a W^{1,(n+1,\infty)}-controlled extension u. The Lorentz-Sobolev space W^{1,(n+1,\infty)} is optimal for such controlled extension. Then we use such resul…

2013-02-22abs ↗pdf ↗

New method optimizes Bayesian optimization for high-dimensional posterior samples.

problem Difficult inner-loop optimization of posterior sample paths in Bayesian optimization.
method Global rootfinding approach with carefully selected starting points.
result The method discovers the global optimum most of the time with just one starting point per set.

Defines and proves CR invariants on five-manifolds.

problem Defines and studies CR invariants on CR five-manifolds.
method Defines global secondary CR invariants and proves their linear combination.
result Any global secondary CR invariant is a linear combination of total QQ'-curvature, total I\mathcal{I}'-curvature, and a local CR invariant.

For an oriented manifold MM whose dimension is less than 44, we use the contractibility of certain complexes associated to its submanifolds to cut MM into simpler pieces in order to do local to global arguments. In particular, in these dimensions, we give a different proof of a deep theorem of Thurston in foliation …

2017-06-14abs ↗pdf ↗

LDLE embeds manifolds in lower dimensions with low distortion.

problem Embedding manifolds in lower dimensions with low distortion.
method Constructs local views using global eigenvectors of the graph Laplacian, registers them using Procrustes analysis, and tears manifolds apart for intrinsic dimension embedding.
result LDLE preserves distances up to a constant scale with low distortion.

Maximally hyperbolic solutions contain future neighborhoods of intersecting hypersurfaces.

problem Maximally globally hyperbolic solutions of higher-dimensional vacuum Einstein equations.
method Analyzing intersections of characteristic hypersurfaces.
result Contains a future neighborhood of intersecting hypersurfaces.

Study shows global oscillatory solutions for Yang-Mills heat flow in 4D space.

problem Investigating long-time dynamics of Yang-Mills heat flow with specific initial data.
method Analysis of SO(4)SO(4)-equivariant Yang-Mills heat flow with SU(2)SU(2) group in 4D space.
result Global solutions can exhibit oscillatory behavior at time infinity.

For any prime power qq and any dimension ss, a new construction of (t,s)(t,s)-sequences in base qq using global function fields is presented. The construction yields an analog of Halton sequences for global function fields. It is the first general construction of (t,s)(t,s)-sequences that is not based on the digital metho…

2012-10-29abs ↗pdf ↗