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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.

168,742 papers · 148 categories

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118236353471 · Jun 202019922001200920172026
48 results for infinite dimensional embedding

Existence of balanced embedding proved for complex manifold into infinite-dimensional space.

problem Balanced embedding of non-compact complex manifolds into infinite-dimensional projective space.
method Gradient flow in a Hilbert space, long-time existence established by perturbation, convergence depends on a priori bounds.
result Existence of balanced embedding proved in a model case.

The paper proves infinite-dimensional rational homotopy groups for a specific embedding space.

problem The study of rational homotopy groups of the space of long embeddings of codimension 2.
method Utilizing hairy graphs, the authors construct elements in the homotopy groups and prove their nontriviality.
result The rational homotopy groups of the space of long embeddings are infinite-dimensional in infinitely many degrees.

It is proved that the moduli space of all connected compact orientable embedded minimal affine Lagrangian submanifolds of a complex equiaffine space constitutes an infinite dimensional Frechet manifold (if it is not the empty set). The moduli space of all connected compact orientable metric Lagrangian embedded surfaces…

2011-04-27abs ↗pdf ↗

We present several principal bundles of embeddings of compact manifolds (with or without boundary) whose base manifolds are nonlinear Grassmannians. We study their infinite dimensional differential manifold structure in the Fréchet category. This study is motivated by the occurrence of such objects in the geometric Lag…

2014-02-06abs ↗pdf ↗

We introduce a structure of an infinite-dimensional Frobenius manifold on a subspace in the space of pairs of functions analytic inside/outside the unit circle with simple poles at 0/infinity respectively. The dispersionless 2D Toda equations are embedded into a bigger integrable hierarchy associated with this Frobeniu…

2009-02-09abs ↗pdf ↗

We describe a method for learning word embeddings with data-dependent dimensionality. Our Stochastic Dimensionality Skip-Gram (SD-SG) and Stochastic Dimensionality Continuous Bag-of-Words (SD-CBOW) are nonparametric analogs of Mikolov et al.'s (2013) well-known 'word2vec' models. Vector dimensionality is made dynamic b…

2015-11-17abs ↗pdf ↗

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 prove the existence of a one parameter family of minimal embedded hypersurfaces in Rn+1R^{n+1}, for n3n \geq 3, which generalize the well known 2 dimensional "Riemann minimal surfaces". The hypersurfaces we obtain are complete, embedded, simply periodic hypersurfaces which have infinitely many parallel hyperplanar end…

2006-03-28abs ↗pdf ↗

Study extends JB-algebra structure group results to infinite dimensions.

problem Extend results for real Jordan algebras to infinite dimensional JB-algebras.
method Prove structure groups, cone preserving groups, and automorphism groups are embedded Banach-Lie groups; describe components via cones, isotopes, and central projections; apply to special JB-algebra of self-adjoint operators.
result Full description of components of structure group and automorphism group, including their Banach-Lie algebras and connected components.

LASE improves local network structure visualization by targeting locally low-dimensional regions.

problem Global spectral embedding fails to capture local geometric features in sparse, transitive networks.
method Local Adjacency Spectral Embedding (LASE) using weighted spectral decomposition.
result LASE reveals locally low-dimensional structure, improving local reconstruction and visualization.

New mechanism for pure differential privacy on functional summaries using Laplace-like process.

problem Challenges in achieving differential privacy for complex, structured functional summaries.
method Independent Component Laplace Process (ICLP) mechanism for infinite-dimensional Hilbert space.
result Effective enhancement of utility of private summaries through oversmoothing.

The study connects ECH capacities to Anosov flows, proving infinite capacities and obstructions.

problem Understanding ECH capacities and their relation to Anosov flows.
method Relating ECH capacities to Anosov flows dynamics, proving infinite capacities and obstructions.
result ECH capacities are infinite for many symplectic 4-manifolds, including cotangent disk bundles over surfaces of genus at least two.

Study on high-dimensional solid tori reveals infinite generation in their diffeomorphism groups.

problem Infinite generation in the homotopy groups of high-dimensional solid tori diffeomorphisms.
method Analysis of homotopy fibre of a linearisation map from the plus-construction of the classifying space of certain space of self-embeddings of stabilisations of the manifold to a form of Hermitian K-theory of the integral group ring of π1(S1).
result Homotopy groups of diffeomorphisms of high-dimensional solid tori are infinite in certain degrees.

We develop a geometric approach to quantum mechanics based on the concept of the Tulczyjew triple. Our approach is genuinely infinite-dimensional and including a Lagrangian formalism in which self-adjoint (Schroedinger) operators are obtained as Lagrangian submanifolds associated with the Lagrangian. As a byproduct we …

2017-11-17abs ↗pdf ↗

4-manifolds have special topological properties which can be used to get a different view on quantum mechanics. One important property (connected with exotic smoothness) is the natural appearance of 3-manifold wild embeddings (Alexanders horned sphere) which can be interpreted as quantum states. This relation can be co…

2018-11-11abs ↗pdf ↗

We consider a natural Riemannian metric on the infinite dimensional manifold of all embeddings from a manifold into a Riemannian manifold, and derive its geodesic equation in the case $\Emb(\Bbb R,\Bbb R)$ which turns out to be Burgers' equation. Then we derive the geodesic equation, the curvature, and the Jacobi equat…

1998-01-26abs ↗pdf ↗

Consider the sum of the first NN eigenspaces for the Laplacian on a Riemannian manifold. A basis for this space determines a map to Euclidean space and for NN sufficiently large the map is an embedding. In analogy with a fruitful idea of Kähler geometry, we define (Riemannian) Bergman metrics of degree NN to be thos…

2013-10-18abs ↗pdf ↗

In Grauert's paper [G] it is noted that finite dimensionality of cohomology groups sometimes implies vanishing of these cohomomogy groups. Later on Laufer formulated a zero or infinity law for the cohomology groups of domains in Stein manifolds. In this paper we generalize Laufer's Theorem in [L] and its version for sm…

2007-11-02abs ↗pdf ↗

The Wythoff construction takes a dd-dimensional polytope PP, a subset SS of {0,...,d}\{0,..., d\} and returns another dd-dimensional polytope P(S)P(S). If PP is a regular polytope, then P(S)P(S) is vertex-transitive. This construction builds a large part of the Archimedean polytopes and tilings in dimension 3 and 4. We want …

2004-07-30abs ↗pdf ↗

The paper proposes a Gaussian mixture model for Hilbert-space-valued data.

problem Challenges in characterizing probability measures for infinite-dimensional random objects.
method Gaussian mixture framework based on kernel mean embeddings.
result The proposed algorithm yields a dense class of approximations in infinite-dimensional spaces.

Let G be a group admitting a non-elementary acylindrical action on a Gromov hyperbolic space (for example, a non-elementary relatively hyperbolic group, or the mapping class group of a closed hyperbolic surface, or Out(F_n) for n>1). We prove that, in degree 3, the bounded cohomology of G with real coefficients is infi…

2013-11-29abs ↗pdf ↗

New learning rates for embeddings in RKHSs, even when the target is not Hilbert-Schmidt.

problem Applying conditional mean embeddings to complex ML/RL settings with infinite-dimensional RKHSs.
method Developed novel learning rates using interpolation theory for RKHSs, derived explicit adaptive rates for sample estimator.
result Achieved uniform convergence rates in the output RKHS for certain parameter regimes.

Let VV be a regular neighborhood of a negative chain of 22-spheres (i.e. exceptional divisor of a cyclic quotient singularity), and let Bp,qB_{p,q} be a rational homology ball which is smoothly embedded in VV. Assume that the embedding is simple, i.e. the corresponding rational blow-up can be obtained by just a sequen…

2019-04-09abs ↗pdf ↗

The random graph is an infinite graph with the universal property that any embedding of GvG-v extends to an embedding of GG, for any finite graph. In this paper we show that this graph embeds in the curve graph of a surface ΣΣ if and only if ΣΣ has infinite genus, showing that the curve system on an infinite genus s…

2014-05-25abs ↗pdf ↗

For an orientable surface of finite type equipped with a flat metric with holonomy of finite order q, the set of maximal embedded cylinders can be empty, non-empty, finite, or infinite. The case when q < 3 is well-studied as such surfaces are (semi-)translation surfaces. Not only is the set always infinite, the core cu…

2019-09-30abs ↗pdf ↗

The loop space of the Riemann sphere consisting of all CkC^k or Sobolev Wk,pW^{k,p} maps from the circle S1S^1 to the sphere is an infinite dimensional complex manifold. We compute the Picard group of holomorphic line bundles on this loop space as an infinite dimensional complex Lie group with Lie algebra the first Dolbe…

2006-02-28abs ↗pdf ↗

We define the concordance crosscap number of a knot as the minimum crosscap number among all the knots concordant to the knot. The four-dimensional crosscap number is the minimum first Betti number of non-orientable surfaces smoothly embedded in 4-dimensional ball, bounding the knot. Clearly the 4-dimensional crosscap …

2006-08-16abs ↗pdf ↗

Hermite polynomials improve private data generation by reducing feature count.

problem Infinite-dimensional features in kernel mean embedding are impractical for private data generation.
method Replace random features with Hermite polynomial features, leveraging their ordered nature.
result Hermite polynomial features yield a more accurate approximation of kernel mean embedding with fewer features.

We study isometric actions of tree automorphism groups on the infinite-dimensional hyperbolic spaces. On the one hand, we exhibit a general one-parameter family of such representations and analyse the corresponding equivariant embeddings of the trees, showing that they are convex-cocompact and asymptotically isometric.…

2004-04-29abs ↗pdf ↗

We present a theory for Euclidean dimensionality reduction with subgaussian matrices which unifies several restricted isometry property and Johnson-Lindenstrauss type results obtained earlier for specific data sets. In particular, we recover and, in several cases, improve results for sets of sparse and structured spars…

2014-02-17abs ↗pdf ↗

The paper defines a critical value for a magnetic system and extends solutions beyond blow-up.

problem Analyzing blow-up behavior and extending solutions for a magnetic system.
method Formulated as a magnetic geodesic equation on an infinite-dimensional Lie group, computed Mañé's critical value, established Hopf-Rinow theorem.
result Computed Mañé's critical value for the magnetic two-component Hunter-Saxton system and extended solutions beyond blow-up.

Using standard analysis only, we present an extension R{^\bullet\R} of the real field containing nilpotent infinitesimals. On the one hand we want to present a very simple setting to formalize infinitesimal methods in Differential Geometry, Analysis and Physics. On the other hand we want to show that these infinitesim…

2003-08-13abs ↗pdf ↗

We investigate certain 44-dimensional analogues of the classical 33-dimensional Dehn's lemma, giving examples where such analogues do or do not hold, in the smooth and topological categories. In particular, we show that an essential 22-sphere SS in the boundary of a simply connected 44-manifold WW such that SS i…

2016-08-30abs ↗pdf ↗

Study on exotic smooth embeddings of surfaces in 4-manifolds, revealing different properties and complexities.

problem Understanding exotic smooth embeddings of surfaces in 4-manifolds.
method Analyzing smooth, proper embeddings of noncompact surfaces in 4-manifolds, focusing on exotic planes and annuli.
result Exotic planes and annuli exhibit radically different properties, with one class being simple enough to draw explicit level diagrams.

Develops a new algebraic framework for differential geometry of infinite dimensional spaces.

problem Creating a differential geometry for infinite dimensional spaces without topology or local coordinates.
method Introduces a general algebraic framework for lifted geometry applicable to various infinite dimensional spaces.
result Stokes' Theorem appears as a form of differentiability in the lifted geometry of spaces of submanifolds.