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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.

168,657 papers · 148 categories

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295988117 · May 202619922001200920172026
48 results for Short Length

We show that if X is a minimal length carrier graph in a hyperbolic 3-manifold, M, then if X contains a sufficiently short edge, it must contain a short circuit, as well. The meaning of "short" depends only on the rank of the fundamental group of M. We also expand the class of manifolds which are known to have minimal …

2011-05-23abs ↗pdf ↗

The study finds at least two short, simple geodesic chords on a disk with convex boundary.

problem Existence of short, simple geodesic chords on a 2-disk with convex boundary.
method Proof of existence using Riemannian geometry and bounds on lengths.
result Existence of at least two short, simple orthogonal geodesic chords on a 2-disk with convex boundary.

Meta-learning framework improves short utterance speaker recognition.

problem Poor performance of existing models with short utterances.
method Prototypical Networks with support and query sets, enforcing classification against entire training set.
result Significant performance gains on VoxCeleb datasets.

In this paper, we use Floer theory to study the Hofer length functional for paths of Hamiltonian diffeomorphisms which are sufficiently short. In particular, the length minimizing properties of a short Hamiltonian path are related to the properties and number of its periodic orbits.

2007-03-02abs ↗pdf ↗

Proposes a differentiable STFT for more efficient optimization of hop length.

problem Efficient optimization of hop length in STFT for better temporal control.
method Introduces a differentiable version of STFT with continuous hop length.
result Improves optimization methods like gradient descent for STFT.

Short geodesics are important in the study of the geometry and the spectra of Riemann surfaces. Bers' theorem gives a global bound on the length of the first 3g33g-3 geodesics. We use the construction of Brooks and Makover of random Riemann surfaces to investigate the distribution of short (<log(g)< \log (g)) geodesics on a …

2005-04-08abs ↗pdf ↗

Shorter adversarial prompts help protect LLMs from jailbreak attacks.

problem Protecting large language models from jailbreak attacks with long adversarial suffixes.
method Adversarial training on shorter adversarial suffixes to defend against longer adversarial suffixes.
result Aligning LLMs on shorter adversarial suffixes can effectively defend against jailbreak attacks with longer suffixes.

Much recent work has concerned sparse approximations to speed up the Gaussian process regression from the unfavorable O(n3) scaling in computational time to O(nm2). Thus far, work has concentrated on models with one covariance function. However, in many practical situations additive models with multiple covariance func…

2012-06-13abs ↗pdf ↗

Study of lengths of cycles in large genus random maps converging to Poisson process.

problem Understanding the distribution of cycle lengths in large genus random maps.
method Teichmüller theory approach for uniformly random metric maps (ribbon graphs).
result The length spectrum converges to a Poisson point process with an explicit intensity as genus tends to infinity.

For two measured laminations ν+ν^+ and νν^- that fill up a hyperbolizable surface SS and for t(,)t \in (-\infty, \infty), let LtL_t be the unique hyperbolic surface that minimizes the length function etl(ν+)+etl(ν)e^t l(ν^+) + e^{-t} l(ν^-) on Teichmuller space. We characterize the curves that are short in LtL_t and estimate their…

2006-05-04abs ↗pdf ↗

In response to Sanki-Vadnere, we present a short proof of the following theorem: a pair of simple curves on a hyperbolic surface whose complementary regions are disks has length at least half the perimeter of the regular right-angled (8g4)(8g-4)-gon.

2020-02-21abs ↗pdf ↗

Short text classi cation is a method for classifying short sentence with prede ned labels. However, short text is limited in shortness in text length that leads to a challenging problem of sparse features. Most of existing methods treat each short sentences as independently and identically distributed (IID), local cont…

2020-01-20abs ↗pdf ↗

Study curves evolving on hypersurfaces with free boundaries, preserving length.

problem Evolution of curves on hypersurfaces with free boundaries.
method Nonlocal evolution equation with nonlinear boundary conditions, short-time existence, uniqueness, and parabolic energy estimates.
result Global existence and convergence to critical points proved.

This paper establishes the existence of a gap for the stable length spectrum on a hyperbolic manifold. If M is a hyperbolic n-manifold, for every positive e there is a positive d depending only on n and on e such that an element of pi_1(M) with stable commutator length less than d is represented by a geodesic with leng…

2006-05-15abs ↗pdf ↗

A rope is a non-singular embedding of a closed interval into R^3, which sends the ends of the interval to some fixed points A and B such that |AB|=1. A rope is short if its length is less than 3. The main result of the paper is that the fundamental group of the space of short ropes is naturally isomorphic to the group …

1998-10-06abs ↗pdf ↗

Given a geometrically finite hyperbolic cone-manifold, with the cone singularity sufficiently short, we construct a one parameter family of cone-manifolds decreasing the cone angle to zero. We also control the geometry of this one parameter family via the Schwarzian derivative of the projective boundary and the length …

2002-11-26abs ↗pdf ↗

Model learns brevity by exposing to easy problems, improving efficiency without explicit length penalties.

problem Excessive verbosity in step-by-step reasoning models trained with RLVR.
method Retaining and up-weighting moderately easy problems as implicit length regularizers.
result Model generates solutions that are, on average, nearly twice as short without explicit length penalties.

Adaptive TFTs improve cryptocurrency price prediction accuracy.

problem Precise short-term price prediction in volatile cryptocurrency markets.
method Dynamic subseries lengths and pattern-based categorization.
result Significantly outperforms baseline models in prediction accuracy and profitability.

In this paper, we explicitly construct large classes of incommensurable hyperbolic knot complements with the same volume and the same initial (complex) length spectrum. Furthermore, we show that these knot complements are the only knot complements in their respective commensurabiltiy classes by analyzing their cusp sha…

2014-06-23abs ↗pdf ↗

It is a theorem of Bers that any closed hyperbolic surface admits a pants decomposition consisting of curves of bounded length where the bound only depends on the topology of the surface. The question of the quantification of the optimal constants has been well studied and the best upper bounds to date are linear in ge…

2013-04-28abs ↗pdf ↗

A closed Teichmuller geodesic in the moduli space M_g of Riemann surfaces of genus g is called L-short if it has length at most L/g. We show that, for any L > 0, there exist e_2 > e_1 > 0, independent of g, so that the L-short geodesics in M_g all lie in the intersection of the e_1-thick part and the e_2-thin part. We …

2011-10-28abs ↗pdf ↗

Formula for projecting geodesics in hyperbolic 3-manifolds, relating lengths to subsurface projections.

problem Relating lengths of geodesics to projections in hyperbolic 3-manifolds.
method Formula with explicit constants relating subsurface projections to geodesic lengths.
result Effective and computable large projections versus short curves relation.

The paper calculates the volume growth of hyperbolic surfaces with short geodesics.

problem Understanding the volume growth of hyperbolic surfaces with short geodesics.
method Introduced a function L(g) to measure the length of geodesics and computed the volume growth rate.
result The volume of surfaces with short geodesics is equal to V_g almost surely as g approaches infinity.

Paper introduces a differentiable STFT for continuous window length optimization.

problem Optimizing window length in spectrograms for neural networks.
method Defines a differentiable short-time Fourier transform with continuous window length.
result Demonstrates improved performance in estimation and classification tasks.

Study finds phase transition in context-sensitive language model with short-range interactions.

problem Understanding phase transitions in language models with short-range interactions.
method Constructed a random language model with short-range interactions and investigated its statistical properties.
result Phase transition occurs in context-sensitive language models with constant context length.

In this paper we prove that there is a direct relationship between Salem numbers and translation lengths of hyperbolic elements of arithmetic hyperbolic groups that are determined by a quadratic form over a totally real number field. As an application we determine a sharp lower bound for the length of a closed geodesic…

2015-06-11abs ↗pdf ↗

We consider closed simplicial and cubical nn-complexes in terms of link of their (n2)(n-2)-faces. Especially, we consider the case, when this link has size 3 or 4, i.e., every (n2)(n-2)-face is contained in 3 or 4 nn-faces. Such simplicial complexes with {\em short} (i.e. of length 3 or 4) links are completely classified…

2003-10-13abs ↗pdf ↗

Wolpert's cosine formula on Teichmüller space gives the Weil-Petersson Poisson bracket {lα,lβ}\{l_α, l_β\} for geodesic length functions lα,lβl_α,l_β of closed curves α,βα,β as the sum of the cosines of the angle of intersection of the associated geodesics. This was recently generalized to Hitchin representations by Labourie. I…

2015-02-20abs ↗pdf ↗