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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.

168,742 papers · 148 categories

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79159238317 · May 202619922001200920172026
48 results for fundamental group decay

Previous work of the authors establishes a criterion on the fundamental group of a knot complement that determines when Dehn surgery on the knot will have a fundamental group that is not left-orderable. We provide a refinement of this criterion by introducing the notion of a decayed knot; it is shown that Dehn surgery …

2011-03-11abs ↗pdf ↗

Paper proves Gromov's conjecture on manifolds with certain group properties.

problem Gromov's conjecture on positive scalar curvature and simplicial volume.
method Proves conjecture under a fundamental group decay property.
result Proves Gromov's conjecture for manifolds with a weakened rapid decay property.

We study spaces obtained from a complete finite volume complex hyperbolic n-manifold M by removing a compact totally geodesic complex (n-1)-submanifold. The main result is that the fundamental group of M-S is relatively hyperbolic, relative to fundamental groups of the ends of M-S, and M-S admits a complete finite volu…

2007-11-30abs ↗pdf ↗

We found a 6D manifold with specific geometric properties.

problem Finding a 6D manifold with Ricci curvature ≥ 0 and infinitely generated fundamental group.
method Built a smooth complete manifold with specific geometric properties.
result Found a 6D manifold with Ric0\mathrm{Ric}\geq 0 and π1(M6)=Q/Z\pi_1(M^6)=\mathbb{Q}/\mathbb{Z} infinitely generated.

Stationary measures on hyperbolic surfaces with cusps are singular and stable under quasi-symmetries.

problem Understanding stationary measures on hyperbolic surfaces with cusps.
method Analyzing exponential decay of cusp excursions and proving quasi-symmetry stability.
result Stationary measures on hyperbolic surfaces with cusps are quasi-symmetrically stable and singular.

One knows that the large time heat decay exponent on a nilpotent group is given by half the growing rate of the volume of its large balls. This work deals with the similar problem of trying to interpret geometrically the heat decay on (one) forms. We will show how it is (partially) related to the depth of the relations…

2001-12-06abs ↗pdf ↗

We show that the probability that a finitely supported random walk on a non-elementary subgroup of the the mapping class group gives a non-pseudo-Anosov element decays exponentially in the length of the random walk. More generally, we show that if R is a set of mapping class group elements with an upper bound on their …

2011-04-29abs ↗pdf ↗

Weight decay stabilizes training dynamics by slowing progressive sharpening.

problem Understanding how weight decay affects training stability in deep learning models.
method Analyzing weight decay effects at the Edge of Stability, developing a mathematical framework.
result Weight decay dampens oscillations and stabilizes sharpness in CNNs, causing a phase transition in MLPs.

Two new algorithms reduce online kernel regression's computational cost while maintaining optimal regret bounds.

problem Trade-off between regret and computational cost in online kernel regression.
method AOGD-ALD and NONS-ALD algorithms dynamically maintain nearly orthogonal basis to approximate kernel mapping and control approximate error.
result Achieves nearly optimal regret bounds at sublinear computational complexity.

Adam's generalization performance is improved by batch size and weight decay in neural networks.

problem Understanding how batch size and weight decay affect Adam's generalization in neural networks.
method Theoretical analysis of two-layer over-parameterized CNNs on image data.
result Adam's mini-batch variants can achieve near-zero test error, unlike full-batch Adam.

A random walk wnw_n on a separable, geodesic hyperbolic metric space XX converges to the boundary X\partial X with probability one when the step distribution supports two independent loxodromics. In particular, the random walk makes positive linear progress. Progress is known to be linear with exponential decay when …

2017-10-14abs ↗pdf ↗

We study noncompact, complete, finite volume, negatively curved manifolds MM. We construct MM with infinitely generated fundamental groups in all dimensions n2n \geq 2. We construct MM whose cusp cross sections are compact hyperbolic manifolds in all dimension n3n\geq 3. In contrast we show that if sectional curvatu…

2011-10-18abs ↗pdf ↗

Regularizers change the geometric properties of loss functions in neural networks.

problem Understanding how different regularizers affect the geometric properties of loss functions in neural networks.
method Examined several regularizers, including weight decay, to determine if the regularized loss function becomes Morse.
result For certain regularizers, the regularized loss function becomes Morse, indicating a change in geometric properties.

Study of flows on circle bundles over translation surfaces, showing decay of correlations.

problem Ergodic properties of flows on circle bundles over translation surfaces.
method Generalizing Heisenberg nilflows to more general base surfaces, showing relatively mixing.
result Showed that such flows exhibit decay of correlations in the orthogonal complement of functions constant along fibers.

We study isolated singularities of two dimensional Yang-Mills-Higgs fields defined on a fiber bundle, where the fiber space is a compact Riemannian manifold and the structure group is a compact connected Lie group. In general the singularity can not be removed due to possibly non-vanishing limit holonomy around the sin…

2019-07-16abs ↗pdf ↗

Develops neural networks for reductive Lie groups, enhancing symmetry respect.

problem Symmetry respect in neural networks for reductive Lie groups.
method General equivariant neural network architecture for any reductive Lie Group G.
result Demonstrates generality and performance in top quark decay tagging and shape recognition.

New research shows fixed-budget best-arm identification cannot match static oracle performance.

problem Fixed-budget best-arm identification's performance limitations.
method Analysis of various adaptive and static algorithms for best-arm identification.
result For any algorithm, there exists at least one instance where the error decay rate is at most \((1 + \frac{\log(K)}{8})^{-1}\) times that of the static oracle.

We give sharp sectional curvature estimates for complete immersed cylindrically bounded mm-submanifolds φ:MN×Rφ:M\to N\times\mathbb{R}^{\ell}, n+2m1n+\ell\leq 2m-1 provided that either φφ is proper with the second fundamental form with certain controlled growth or MM has scalar curvature with strong quadratic decay. This l…

2009-07-28abs ↗pdf ↗

A self-organized model with social percolation process is proposed to describe the propagations of information for different trading ways across a social system and the automatic formation of various groups within market traders. Based on the market structure of this model, some stylized observations of real market can…

2000-04-18abs ↗pdf ↗

We provide a microfoundation for linear price impact models in a stationary market.

problem Deriving linear price impact models in a stationary market with asymmetric information.
method Deriving linear price impact models as the equilibrium of an agent-based system.
result The model shows compatibility with universal price diffusion at small times and non-universal mean-reversion at larger times.

The three-state agent-based 2D model of financial markets as proposed by Giulia Iori has been extended by introducing increasing trust in the correctly predicting agents, a more realistic consultation procedure as well as a formal validation mechanism. This paper shows that such a model correctly reproduces the three f…

2013-10-02abs ↗pdf ↗

Ancient Ricci flows on non-collapsed manifolds have finite fundamental groups.

problem Understanding the fundamental groups of ancient Ricci flows.
method Analyzing the structure of ancient Ricci flows and their tangent flows.
result The fundamental group of non-collapsed ancient Ricci flows is finite and a quotient of the regular part's fundamental group.

The fundamental properties of JJ-holomorphic maps depend on two inequalities: The gradient inequality gives a pointwise bound on the differential of a JJ-holomorphic map in terms of its energy. The cylinder inequality stipulates and quantifies the exponential decay of energy along cylinders of small total energy. We …

2013-11-29abs ↗pdf ↗

This paper concerns some stability properties of higher dimensional catenoids in $\rr^{n+1}$ with n3n\ge 3. We prove that higher dimensional catenoids have index one. We use δδ-stablity for minimal hypersurfaces and show that the catenoid is 2n\frac 2n-stable and a complete 2n\frac 2n-stable minimal hypersurface is a …

2007-08-24abs ↗pdf ↗