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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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210419629838 · Jun 202019922001200920172026
48 results for infinite sets

Geometrically infinite Kleinain groups have nonconical limit sets with the cardinality of the continuum. In this paper, we construct a geometrically infinite Fuchsian group such that the Hausdorff dimension of the nonconical limit set equals zero. For finitely generated, geometrically infinite Kleinian groups, we prove…

2019-09-19abs ↗pdf ↗

Manufacturing infinite sets of knotted and unknotted surfaces in 4-manifolds.

problem Creating infinite sets of knotted and unknotted surfaces in 4-manifolds.
method Recent constructions of inequivalent smooth structures.
result Infinite sets of pairwise smoothly non-isotopic nullhomologous 2-tori and spheres.

Big mapping class groups of infinite type surfaces have infinite asymptotic dimension.

problem Understanding asymptotic dimension of big mapping class groups of infinite type surfaces.
method Analyzing big mapping class groups with coarsely bounded generating sets and essential shifts.
result Big mapping class groups of infinite type surfaces have infinite asymptotic dimension.

Diffeologies unify infinite-dimensional geometry and PDEs, enhancing classical function spaces.

problem Combining infinite-dimensional geometry and PDEs for optimization problems.
method Review and extension of classical function spaces and mapping spaces.
result Diffeologies provide a unified framework for evolution equations and optimization problems.

Infinite-dimensional SBDMs improve image generation across multiple resolutions.

problem Efficient image generation at high resolutions and across different levels.
method Developed SBDMs in infinite-dimensional setting, using trace class operators and operator networks.
result Improved efficiency and generalization across resolution levels.

VC dimensions of group CNNs are infinite for certain kernels and groups.

problem Estimating the generalization capacity of group convolutional neural networks.
method Identifying precise VC dimension estimates for simple sets of group CNNs.
result Two-parameter families of convolutional neural networks have an infinite VC dimension for infinite groups and certain kernels.

The study embeds infinite-dimensional geometric structures in Cayley graphs.

problem Embedding infinite-dimensional structures in finite Cayley graphs.
method Examples of groups and generating sets, quasi-isometric embeddings, subsurface projections.
result Cayley graphs contain quasi-isometric copies of Zm\mathbb{Z}^m for all m1m\geq 1.

We generalize Bonahon's characterization of geometrically infinite torsion-free discrete subgroups of PSL(2, C\mathbb{C}) to geometrically infinite discrete isometry subgroups in the case of rank 1 symmetric spaces, and, under the assumption of bounded torsion, to the case of negatively pinched Hadamard manifolds. Eve…

2018-04-26abs ↗pdf ↗

Study examines infinite limits of transformer dynamics, identifying key parameterizations.

problem Understanding the training dynamics of transformer models in the feature learning regime.
method Analysis of infinite scaling limits using dynamical mean field theory.
result Identified parameterizations that admit well-defined infinite width and depth limits.

This study describes the Fisher-Rao metric on Gaussian measures in infinite-dimensional spaces.

problem Understanding the Fisher-Rao metric in infinite-dimensional Gaussian settings.
method Explicit description and generalization of finite-dimensional quantities to infinite-dimensional Hilbert spaces.
result The Fisher-Rao metric and related geometric quantities generalize from finite to infinite dimensions.

Paper studies Hausdorff dimensions of specific limit sets for groups on curved spaces.

problem Determining Hausdorff dimensions of non-conical and Myrberg limit sets.
method Developed techniques to calculate Hausdorff dimensions for groups acting on negatively curved spaces.
result Established maximality of Hausdorff dimension for various cases.

Survey on Nambu-Poisson structures in infinite dimensions.

problem Generalization of Poisson and Nambu-Poisson structures in infinite dimensions.
method Study properties of associated characteristic distribution and projective/direct limits.
result Properties and limits of Nambu-Poisson structures in convenient setting.

The paper proves Sard's theorem for polynomial maps in infinite dimensions.

problem The validity of Sard's theorem for polynomial maps in infinite-dimensional Banach manifolds.
method Sharp quantitative criteria for the validity of Sard's theorem.
result The paper provides criteria for the validity of Sard's theorem in infinite-dimensional Banach manifolds.

Wide neural networks can benefit from multi-task learning in their infinite-width limit.

problem The generalization behavior of wide neural networks in multi-task learning settings.
method Optimizing wide ReLU neural networks with L2-regularization promotes multi-task learning in the infinite-width limit.
result An exact quantitative characterization of multi-task learning in the infinite-width limit of wide ReLU neural networks.

Smooth structures on infinite dimensional Grassmannians and non-commutative cross-ratios.

problem Smooth structures on infinite dimensional Grassmannians and non-commutative cross-ratios.
method Analyzing and expanding the notion of non-commutative cross-ratios, proving their smoothness.
result Smoothness of non-commutative cross-ratios.

Study infinite superelliptic curves and their Veech groups, providing geometric and algebraic insights.

problem Characterize Veech groups of infinite superelliptic curves.
method Analyzing geometric properties, differential equations, and group theory.
result Veech groups of infinite superelliptic curves are all matrices permuting branched points.

We show that the extended based mapping class group of an infinite-type surface is naturally isomorphic to the automorphism group of the loop graph of that surface. Additionally, we show that the extended mapping class group stabilizing a finite set of punctures is isomorphic to the arc graph relative to that finite se…

2019-12-14abs ↗pdf ↗

The paper studies the combinatorial p-th Calabi flow for finite and infinite circle patterns.

problem Establishing convergence and long-time existence of the combinatorial p-th Calabi flow.
method Combinatorial p-th Calabi flow for finite and infinite ideal circle patterns.
result Sharp criterion for convergence in finite case and long-time existence in infinite case for p2p \geq 2.

The paper solves curvature problems on infinite hyperbolic surfaces.

problem Prescribed curvature flow on hyperbolic surfaces with infinite topological type.
method Introduced a prescribed curvature flow adapted to infinite cellular decompositions.
result Established well-posedness of the flow and proved convergence under certain conditions.

In this paper, we generalize Bonahon's characterization of geometrically infinite torsion-free discrete subgroups of PSL(2, C\mathbb{C}) to geometrically infinite discrete subgroups ΓΓ of isometries of negatively pinched Hadamard manifolds XX. We then generalize a theorem of Bishop to prove that every discrete geome…

2018-01-24abs ↗pdf ↗

Project infinite time series graphs to finite marginal models using number theory.

problem Handling infinite time series graphs for causal inference.
method Projection method using number theory to find common ancestors in infinite graphs.
result Developed algorithm to project infinite graphs to finite marginal models.

Extends Dirac structures to infinite dimensions, focusing on convenient Lie algebroids and manifolds.

problem Extending classical geometrical results from finite to infinite dimensions.
method Introduces partial Dirac structures on convenient Lie algebroids and manifolds, explores their properties and limits.
result Classical geometrical results can be extended to infinite dimensional contexts.

Constructs a universal Chern-Weil map for infinite dimensional Lie groups.

problem Universal Chern-Weil map for infinite dimensional Lie groups.
method Introduces smooth simplicial sets and constructs a new classifying space as a smooth Kan complex.
result Verifies a conjecture of Reznikov for compactly generated Hamiltonian symplectomorphisms.