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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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106212318424 · May 202619922001200920172026
48 results for symmetry bounds

We use a local argument to prove if an rr-dimensional torus acts isometrically and effectively on a connected nn-dimensional manifold which has positive kthk^\mathrm{th}-intermediate Ricci curvature at some point, then rn+k2r \leq \lfloor \frac{n+k}{2} \rfloor. This symmetry rank bound generalizes those established by Gr…

2019-01-15abs ↗pdf ↗

This work extends PAC-Bayesian learning guarantees to non-compact symmetries and non-invariant data.

problem Lack of theoretical guarantees explaining the benefits of symmetries in machine learning models.
method Adapting and tightening PAC-Bayes bounds for non-compact symmetries and non-invariant data distributions.
result Theoretical evidence that symmetric models are preferable for symmetric data, beyond compact groups and invariant distributions.

Study symmetric linear bandits with hidden symmetry, achieving improved regret bounds.

problem High-dimensional linear bandits with hidden symmetry.
method Model selection within low-dimensional subspaces to learn hidden symmetry.
result Achieved improved regret bounds of O(d02/3T2/3log(d)) O(d_0^{2/3} T^{2/3} \log(d)) and O(d0Tlog(d)) O(d_0\sqrt{T\log(d)} ).

We establish a vanishing result for indices of certain twisted Dirac operators on Spinc\text{Spin}^c-manifolds with non-abelian Lie-group actions. We apply this result to study non-abelian symmetries of quasitoric manifolds. We give upper bounds for the degree of symmetry of these manifolds.

2011-08-04abs ↗pdf ↗

This paper bounds min-entropy leakage for Blowfish privacy using graph symmetries.

problem Bounding min-entropy leakage for Blowfish privacy mechanisms.
method Organizing analysis over symmetrical partitions corresponding to orbits of graph automorphism groups.
result Demonstrates a construction meeting the bound with asymptotic equality, showing tightness.

The study examines how equivariance in networks affects generalization error using PAC-Bayesian bounds.

problem Understanding how equivariance in networks impacts generalization error.
method Utilized PAC-Bayesian analysis for equivariant networks, deriving norm-based bounds for generalization error.
result The bound indicates that using larger group size in the model improves generalization error.

Researchers set entropy limits for specific types of self-shrinkers.

problem Understanding entropy limits for self-shrinkers with symmetries.
method Derived explicit entropy bounds for two specific classes of self-shrinkers using isoparametric foliations and symmetry analysis.
result Entropy bounds generalized to new classes of self-shrinkers, extending previous findings.

Study finite group actions on aspherical manifolds, proving rigidity and symmetry bounds.

problem Understanding actions of finite groups on aspherical manifolds.
method Analyzing the outer automorphism group and homeomorphism group of the fundamental group.
result Proves the homeomorphism group is Jordan and bounds the discrete degree of symmetry.

The study examines the stretch factors of outer automorphisms and their latent symmetry.

problem Understanding stretch factors of outer automorphisms in free groups.
method Analyzes the latent symmetry of graphs and uses it to bound stretch factors.
result A precise notion of latent symmetry provides a lower bound on the number of folds required.

The paper investigates how symmetry in models affects their performance and generalization.

problem Understanding how symmetry in models impacts their performance and generalization.
method Formal unified investigation of intuitions about symmetry in models and data.
result Quantitative bounds and comparisons between model and data equivariance lead to optimal model performance.

The infinitesimal symmetry algebra of any Cartan geometry has maximum dimension realized by the flat model, but often this dimension drops significantly when considering non-flat geometries, so a gap phenomenon arises. For general (regular, normal) parabolic geometries of type (G,P), we use Tanaka theory to derive a un…

2013-03-06abs ↗pdf ↗

Ancient Ricci flows with bounded girth found in 3D and higher.

problem Finding ancient Ricci flows with bounded girth in dimensions 3 and higher.
method Invariant conditions on curvature and its derivatives under O(2)imesO(n1)O(2) imes O(n-1) symmetry, proving Ricci flow invariance.
result Construction of new ancient Ricci flows with positive curvature operator and bounded girth.

We prove an obstruction at the level of rational cohomology in small degrees to the existence of positively curved metrics with large symmetry rank. The symmetry rank bound is logarithmic in the dimension of the manifold. As an application, we provide evidence for a generalized conjecture of Hopf that says that no symm…

2012-09-20abs ↗pdf ↗

Study of sub-Riemannian problem on specific Lie groups, revealing symmetries and bounds.

problem Sub-Riemannian problem on solvable, non-nilpotent Lie groups.
method Qualitative phase-space analysis of Hamiltonian system, focusing on vertical component.
result Explicit upper bound for cut time in terms of pendulum period.

New Lipschitz bound for ReLU networks resists weight rescaling.

problem Lack of robustness guarantees for ReLU networks under weight perturbations.
method Rescaling-invariant Lipschitz bound based on path-metrics.
result The new bound applies to various ReLU-DAG architectures and resists neuron-wise rescalings.

New rigidity results for manifolds with maximal symmetry rank and positive intermediate Ricci curvature.

problem Understanding the structure of manifolds with maximal symmetry rank and positive intermediate Ricci curvature.
method Recovering stronger topological rigidity results using higher intermediate Ricci curvatures and nontrivial fundamental groups.
result Stronger topological rigidity results for manifolds with maximal symmetry rank and positive intermediate Ricci curvature.

New method discovers symmetries in differential equations from data.

problem Directly identifying Lie symmetries from scattered data without explicit equations.
method Numerical scheme using manifold learning and linear system construction.
result Accuracy and robustness demonstrated in various differential equations.

SymPE breaks symmetries in equivariant networks, improving performance across various tasks.

problem Equivariant networks cannot break symmetries, leading to poor performance in tasks with symmetrical inputs.
method Novel equivariant conditional distributions and randomized canonicalization.
result SymPE significantly improves performance of group-equivariant and graph neural networks.

Study finds maximal symmetry groups for CR structures with specific properties.

problem Determining the maximal dimension of symmetry groups for CR structures.
method Proved the sharp upper bound for the dimension of symmetry groups for homogeneous, 2-nondegenerate CR manifolds.
result The maximal dimension is n2+7n^2+7 for n3n\geq 3.

New lower bounds on embedding dimensions for neural network architectures.

problem Ensuring neural networks can handle symmetries like permutations in high dimensions.
method Novel technique to prove lower bounds on embedding dimensions.
result Proves new lower bounds on embedding dimensions for Deep Sets and Janossy pooling.

Bayesian framework detects symmetries in chaotic dynamical systems.

problem Detecting symmetries in chaotic attractors for insights into dynamical system structure.
method Bayesian framework using Gibbs posterior constructed from Wasserstein distances.
result Bayesian framework accurately recovers symmetries under high noise and small sample sizes.

The study finds polynomial upper bounds for singularities in Einstein-scalar field system.

problem Understanding the strength of singularities in gravitational collapse.
method Analyzing geometric quantities, focusing on the Kretschmann scalar.
result Polynomial blow-up upper bounds O(1/rN)O(1/r^N) for the Kretschmann scalar, improving previous bounds.

Combining M-algebra and hyperbolic involutory algebra extends exceptional tangent spaces to 11 dimensions.

problem Combining symmetries in M-theory to extend exceptional tangent spaces.
method Combining known results to show hyperbolic involutory algebra acts on M-algebra through brane-rotating symmetry.
result Extends the hierarchy of exceptional tangent spaces from n ≤ 7 to n = 11.

The study explores Hesse manifolds and their symmetries in multifield cosmological models.

problem Understanding symmetries in multifield cosmological models.
method Analyzes Hesse functions and their properties on Riemannian manifolds.
result Complete Hesse manifolds are characterized by their index and are hyperbolic.

Defines discrete symmetry of manifolds and proves bounds on its value.

problem Understanding the symmetry of manifolds and proving bounds on their discrete symmetry.
method Defining discrete degree of symmetry and proving bounds using effective actions of groups.
result Proves discsym(X)3n/2disc-sym(X) \leq 3n/2 for connected manifolds and provides evidence for discsym(X)ndisc-sym(X) \leq n.

Study on knots formed by Coxeter galleries, finding bounds and symmetric trefoils.

problem Understanding knots created by Coxeter galleries.
method Examined knots in affine Coxeter complex of type \widewedge{B3}, constructing galleries and proving properties.
result Found bounds on stick number and smallest length of symmetric trefoils.

Manifolds admitting positive sectional curvature are conjectured to have rigid homotopical structure and, in particular, comparatively small Euler charateristics. In this article, we obtain upper bounds for the Euler characteristic of a positively curved Riemannian manifold that admits a large isometric torus action. W…

2013-02-27abs ↗pdf ↗

We show the following symmetry property of a bounded Reinhardt domain ΩΩ in Cn+1\mathbb{C}^{n+1}: let M=ΩM=\partialΩ be the smooth boundary of ΩΩ and let hh be the Second Fundamental Form of MM; if the coefficient h(T,T)h(T,T) related to the characteristic direction TT is constant then MM is a sphere. In Appendix we sta…

2010-11-18abs ↗pdf ↗