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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.

168,657 papers · 148 categories

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121241362482 · Jun 202019922001200920172026
48 results for parameter families

Constructs non-abelian G2-instantons on ALC members of B7 family.

problem Constructing non-abelian G2-instantons on ALC members of B7 family.
method Using co-homogeneity one symmetries, classify and describe the solutions as perturbations of abelian instantons.
result Find a one-parameter family of instantons with polynomial decay.

Squared families are a new model class derived from linear transformations, offering convenient properties and universal approximation.

problem Developing a new class of probability models that are easier to handle and have useful properties.
method Introducing squared families as families of probability densities obtained by squaring a linear transformation of a statistic, and showing their properties and applications.
result Squared families have convenient properties and can approximate target densities well.

Circular nets with spherical parameter lines have geometric properties related to Darboux cyclides and terminating Laplace sequences.

problem Discretizing surfaces with spherical curvature lines.
method Lie-geometric discretisation in terms of principal contact element nets.
result Circular nets with two families of spherical parameter lines are related to Darboux cyclides.

Using Hawking Taub-NUT metric gag_a on R4\mathbf{R}^4, where aa is a positive real number and finding a 4-parameter family of Killing vector fields of (R4,ga)(\mathbf{R}^4,g_a), we construct a 5-parameter family of Einstein Randers metrics with non-constant flag curvature.

2009-11-08abs ↗pdf ↗

We prove the existence of a new 2-parameter family oΔΔ of embedded triply periodic minimal surfaces of genus 3. The new surfaces share many properties with classical orthorhombic deformations of Schwarz' D surface, but also exotic in many ways. In particular, they do not belong to Meeks' five-dimensional family. Never…

2018-04-04abs ↗pdf ↗

We give a simple proof of the local version of a result of R. Bryant, stating that any 3-dimensional Riemannian manifold can be isometrically embedded as a special Lagrangian submanifold in a Calabi-Yau manifold. We refine the theorem proving that a certain class of one-parameter families of metrics on a 3-torus can be…

2000-11-09abs ↗pdf ↗

Locally, isoperimetric problems on Riemannian surfaces are sub-Riemannian problems in dimension 3. The particular case of Dido problems corresponds to a class of singular contact sub-Riemannian metrics : metrics which have the charateristic vertor field as symmetry. We give a classification of the generic conjugate loc…

1999-12-07abs ↗pdf ↗

New insights into natural exponential families improve regret bounds for bandit problems.

problem Improving regret bounds for bandit problems with subexponential tails.
method Proving self-concordance for natural exponential families and applying to bandits.
result Optimistic algorithms for generalized linear bandits have second-order regret bounds that are free of an exponential dependence on problem parameters.

In this paper, we discuss a one parameter family of complex Born-Infeld solitons arising from a one parameter family of minimal surfaces. The process enables us to generate a new solution of the B-I equation from a given complex solution of a special type (which are abundant). We illustrate this with many examples. We …

2012-04-26abs ↗pdf ↗

The classical H surfaces of H. A. Schwarz form a 1-parameter family of triply periodic minimal surfaces (TPMS) that are usually described as close relatives to his more famous P surface. However, a crucial distinction between these surfaces is that the P surface belongs to a 5-dimensional smooth family of embedded TPMS…

2018-07-26abs ↗pdf ↗

A nonparametric family of conditional distributions is introduced, which generalizes conditional exponential families using functional parameters in a suitable RKHS. An algorithm is provided for learning the generalized natural parameter, and consistency of the estimator is established in the well specified case. In ex…

2017-11-15abs ↗pdf ↗

Study on parameter dynamics in exponential families under closed-loop learning.

problem Understanding and preventing convergence to biased absorbing states in model parameter estimation.
method Derived equations of motion for parameter dynamics in exponential families. Showed convergence to biased states under maximum likelihood estimation and proposed solutions.
result Closed-loop learning can lead to biased parameter estimates, but can be mitigated by using maximum a posteriori estimation or regularisation.

Existence of non-Einstein, non-shrinking Ricci solitons on quaternionic and octonionic spaces.

problem Existence of non-Einstein, non-shrinking Ricci solitons on specific geometric spaces.
method Construction of two 3-parameter families of non-Einstein, non-shrinking Ricci solitons on Hm+1\mathbb{H}^{m+1} and HPm+1\{}\mathbb{HP}^{m+1}\backslash\{*\}, extending to a 2-parameter family on O2\mathbb{O}^2.
result Existence of asymptotically paraboloidal steady Ricci solitons on Hm+1\mathbb{H}^{m+1} and HPm+1\{}\mathbb{HP}^{m+1}\backslash\{*\}, with the Jensen sphere and Bourguignon--Karcher sphere as bases.

We assume a vector bundle p:EMp: E\to M with a general linear connection KK and a classical linear connection $\Lam$ on MM. We prove that all classical linear connections on the total space EE naturally given by $(\Lam, K)$ form a 15-parameter family. Further we prove that all connections on J1EJ^1 E naturally given by…

2004-10-21abs ↗pdf ↗

Paper efficiently infers differential parameters in time-varying models using time score matching.

problem Efficiently inferring differential parameters in time-varying probabilistic models.
method Directly estimates the differential parameter using time score matching and proves consistency of the method.
result Consistent estimation of parameter derivatives in high-dimensional settings.

Exponential family distributions are highly useful in machine learning since their calculation can be performed efficiently through natural parameters. The exponential family has recently been extended to the t-exponential family, which contains Student-t distributions as family members and thus allows us to handle noi…

2017-05-25abs ↗pdf ↗

Efficiently learns exponential family distributions with i.i.d. samples.

problem Learning natural parameters of truncated exponential families efficiently.
method Proposes a novel loss function and computationally efficient estimator.
result Achieves optimal sample complexity and asymptotic normality.

In the current article we study complex cycles of higher multiplicity in a specific polynomial family of holomorphic foliations in the complex plane. The family in question is a perturbation of an exact polynomial one-form giving rise to a foliation by Riemann surfaces. In this setting, a complex cycle is defined as a …

2011-06-14abs ↗pdf ↗

Many recent advances in large scale probabilistic inference rely on variational methods. The success of variational approaches depends on (i) formulating a flexible parametric family of distributions, and (ii) optimizing the parameters to find the member of this family that most closely approximates the exact posterior…

2017-05-31abs ↗pdf ↗

New inequalities for convex curves with multiple geometric factors.

problem Establishing inequalities for convex curves with multiple geometric factors.
method Parametric isoperimetric-type inequalities for closed convex curves with parameter conditions and equality conditions.
result Derived new inequalities and improved versions of existing inequalities.

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 ↗

Study algebraic relations of Vassiliev invariants for families of knots.

problem Understanding algebraic structure of Vassiliev invariants for knot families.
method Analyzing algebraic relations and generating sets of Vassiliev invariants in 3D Chern-Simons theory.
result For 1-parametric knot families, Vassiliev invariants are finitely generated. For more parameters, there can be an infinite number of generators.

For a smooth family of exact forms on a smooth manifold, an algorithm for computing a primitive family smoothly dependent on parameters is given. The algorithm is presented in the context of a diagram chasing argument in the Čech-de Rham complex. In addition, explicit formulas for such primitive family are presented.

2019-03-19abs ↗pdf ↗

New combinatorial framework for geometric realizations of subword complexes.

problem Proving or disproving geometric realizations of subword complexes of Coxeter groups.
method Algebraic combinatorics and discrete geometry framework, parameter matrices.
result Existence of parameter matrices equivalent to realizability of subword complexes as chirotopes.

We construct two one-parameter families of minimal properly embedded surfaces in the Lie group Sol3 using a Weierstrass-type representation. These surfaces are not invariant by a one-parameter group of ambient isometries. The first one can be viewed as a family of helicoids, and the second one is a family of minimal an…

2013-11-20abs ↗pdf ↗

This paper deals with both complex dynamical systems and conformal iterated function systems. We study finitely generated expanding semigroups of rational maps with overlaps on the Riemann sphere. We show that if a dd-parameter family of such semigroups satisfies the transversality condition, then for almost every par…

2011-09-12abs ↗pdf ↗

Tangential families are 1-parameter families of rays emanating tangentially from smooth curves. We classify tangential family germs up to Left-Right equivalence: we prove that there are two infinite series and four sporadic simple singularities of tangential family germs (in addition to two stable singularities). We gi…

2004-09-06abs ↗pdf ↗

This paper studies a class of exponential family models whose canonical parameters are specified as linear functionals of an unknown infinite-dimensional slope function. The optimal minimax rates of convergence for slope function estimation are established. The estimators that achieve the optimal rates are constructed …

2011-08-17abs ↗pdf ↗

Diffeomorphism freedom induces a gauge dependence in the theory of spacetime perturbations. We derive a compact formula for gauge transformations of perturbations of arbitrary order. To this end, we develop the theory of Taylor expansions for one-parameter families (not necessarily groups) of diffeomorphisms. First, we…

1997-08-28abs ↗pdf ↗

A metric with positive sectional curvature on the Gromoll-Meyer exotic 7-sphere is constructed explicitly. The proof relies on a 2-parameter family of left invariant metrics on Sp(2) and a one-parameter family of conformal deformations via an isoparametric function F on it. One byproduct is a metric with positive secti…

2014-12-02abs ↗pdf ↗

The paper constructs isothermic surfaces using Ribaucour transformations.

problem Creating isothermic surfaces with specific properties.
method Applying Ribaucour transformations to the cylinder and obtaining families of complete isothermic surfaces.
result Obtained families of isothermic surfaces with unique properties (e.g., n-bubble surfaces, planar ends, no constant mean curvature).