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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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48 results for normalization constant

Researchers study the normalizing constant of a continuous categorical distribution.

problem Understanding the normalizing constant of the continuous categorical distribution.
method Characterize numerical behavior and present theoretical and methodological advances.
result The normalizing constant can be written in closed form using elementary functions.

Paper proposes efficient method to calculate Fisher-Bingham distribution normalizing constant.

problem Efficiently calculating the normalizing constant of Fisher-Bingham distributions.
method Numerical integration with continuous Euler transform to Fourier-type integral representation.
result The method is fast and accurate, applicable to high-dimensional distributions.

Inverts operator on hyperbolic surfaces, constructing invariant distributions.

problem Constructing explicit inversion formula for X-ray normal operator.
method First, inversion formula for attenuated normal operator on Poincaré disk and closed hyperbolic surfaces. Then, explicit construction of invariant distributions.
result Explicit construction of invariant distributions with prescribed pushforward.

We analyze subsets of Carnot groups that have intrinsic constant normal, as they appear in the blowup study of sets that have finite sub-Riemannian perimeter. The purpose of this paper is threefold. First, we prove some mild regularity and structural results in arbitrary Carnot groups. Namely, we show that for every co…

2019-10-26abs ↗pdf ↗

The paper studies estimating the normalizing constant using queries to a black-box function in RKHS.

problem Estimating the normalizing constant of a function in a reproducing kernel Hilbert space.
method Combines Bayesian quadrature and Bayesian optimization approaches, considering different levels of difficulty based on the parameter λ.
result The difficulty of estimating the normalizing constant varies between Bayesian quadrature and Bayesian optimization, even with noisy function evaluations.

Study on generalized quasi-Einstein structures in contact geometry.

problem Characterizing and understanding generalized quasi-Einstein structures in contact geometry.
method Investigation of properties, existence, and characterizations of generalized quasi-Einstein normal metric contact pair manifolds.
result Normal metric contact pair manifolds with generalized quasi-constant curvature are generalized quasi-Einstein manifolds.

Many statistical models are given in the form of non-normalized densities with an intractable normalization constant. Since maximum likelihood estimation is computationally intensive for these models, several estimation methods have been developed which do not require explicit computation of the normalization constant,…

2019-05-15abs ↗pdf ↗

The study shows how to foliate convex hypersurfaces in affine space with constant curvature.

problem Finding convex hypersurfaces with constant Gauss-Kronecker curvature in affine space.
method Solving a Monge-Ampère equation with specific boundary conditions.
result Regular domains in affine space are foliated by complete convex hypersurfaces with constant Gauss-Kronecker curvature.

Normalizing constant (also called partition function, Bayesian evidence, or marginal likelihood) is one of the central goals of Bayesian inference, yet most of the existing methods are both expensive and inaccurate. Here we develop a new approach, starting from posterior samples obtained with a standard Markov Chain Mo…

2019-12-12abs ↗pdf ↗

Normalization layers control deep neural network capacity, improving stability and generalization.

problem Excessive capacity in deep neural networks leads to overfitting and poor generalization.
method Developed a theoretical framework to explain normalization's role in capacity control.
result Normalization layers reduce the Lipschitz constant exponentially, smoothing the loss landscape and enhancing generalization.

We study two-dimensional Finsler metrics of constant flag curvature and show that such Finsler metrics that admit a Killing field can be written in a normal form that depends on two arbitrary functions of one variable. Furthermore, we find an approach to calculate these functions for spherically symmetric Finsler surfa…

2017-02-22abs ↗pdf ↗

In this paper we consider Lorentzian surfaces in the 4-dimensional pseudo-Riemannian sphere S24(1)\mathbb S^4_2(1) with index 2 of curvature one. We obtain the complete classification of minimal Lorentzian surfaces S24(1)\mathbb S^4_2(1) whose Gaussian and normal curvatures are constants. We conclude that such surfaces have th…

2015-08-16abs ↗pdf ↗

For a convex domain DD bounded by the hypersurface D\partial D in a space of constant curvature we give sharp bounds on the width RrR-r of a spherical shell with radii RR and rr that can enclose D\partial D, provided that normal curvatures of D\partial D are pinched by two positive constants. Furthermore, in the …

2014-02-11abs ↗pdf ↗

The study examines stability of triharmonic hypersurfaces in space forms.

problem Stability of triharmonic hypersurfaces in space forms.
method Derivation of general stability statements, focus on specific cases of constant mean curvature in Euclidean and hyperbolic spaces, and analysis of small proper triharmonic hyperspheres and Clifford tori.
result Triharmonic hypersurfaces of constant mean curvature in Euclidean space are weakly stable with respect to normal variations, while in hyperbolic space they are stable.

In this paper we classify certain special ruled surfaces in R3\R^3 under the general theorem of characterization of constant angle surfaces. We study the tangent developable and conical surfaces from the point of view the constant angle property. Moreover, the natural extension to normal and binormal constant angle sur…

2009-04-09abs ↗pdf ↗

In the Engel group with its Carnot group structure we study subsets of locally finite subRiemannian perimeter and possessing constant subRiemannian normal. We prove the rectifiability of such sets: more precisely we show that, in some specific coordinates, they are upper-graphs of entire Lipschitz functions (with respe…

2012-01-30abs ↗pdf ↗

New formulae identify discrete probability laws without needing normalization constants.

problem Characterizing non-normalized discrete probability distributions.
method Derive explicit formulae for mass functions using Stein's method.
result Developed tools for solving statistical problems without normalization constants.

The following results are proved: Theorem 1. A totally real semiparallel submanifold of constant curvature with parallel f-structure in the normal bundle of a Kähler manifold N is flat or a totally geodesic submanifold of N. Theorem 2. A totally real minimal semiparallel submanifold M with parallel f-structure in the n…

2010-10-08abs ↗pdf ↗

The aim of this article is: (a) To establish the existence of the best isoperimetric constants for the (H1,BMO)(H^1,BMO)-normal conformal metrics e2udx2e^{2u}|dx|^2 on Rn\mathbb R^n, n3n\ge 3, i.e., the conformal metrics with the Q-curvature orientated conditions $$ (-Δ)^{n/2}u\in H^1(\mathbb R^n) & \ u(x)=\hbox{const.}+\frac{\i…

2008-01-30abs ↗pdf ↗

Some examples of three-dimensional metrics of constant curvature defined by solutions of nonlinear integrable differential equations and their generalizations are constructed. The properties of Riemann extensions of the metrics of constant curvature are studied. The connection with the theory of normal Riemann spaces a…

2005-05-18abs ↗pdf ↗

The paper studies special surfaces in 4D space forms with specific geometric properties.

problem Investigating biconservative surfaces with flat normal bundles in 4D space forms.
method Analyzing compatibility conditions, prescribing flat connection, and determining specific surface properties.
result Existence and characterization of biconservative Weingarten surfaces with flat normal bundles.

In this paper we study constant angle surfaces in Euclidean 3-space. Even that the result is a consequence of some classical results involving the Gauss map (of the surface), we give another approach to classify all surfaces for which the unit normal makes a constant angle with a fixed direction.

2008-01-03abs ↗pdf ↗

We prove that there exists a universal constant cc such that any closed hyperbolic 3-manifold admits a triangulation of treewidth at most cc times its volume. The converse is not true: we show there exists a sequence of hyperbolic 3-manifolds of bounded treewidth but volume approaching infinity. Along the way, we pro…

2018-05-07abs ↗pdf ↗

The study defines and constructs hypersurfaces in a product of two space forms.

problem Characterizing hypersurfaces in a product of two space forms.
method Explicit construction using parallel families of hypersurfaces and isoparametric hypersurfaces.
result Classification of hypersurfaces with constant mean curvature and constant product angle function.

Considering Riemannian submersions, we find necessary and sufficient conditions for when sub-Riemannian normal geodesics project to curves of constant first geodesic curvature or constant first and vanishing second geodesic curvatures. We describe a canonical extension of the sub-Riemannian metric and study geometric p…

2017-07-17abs ↗pdf ↗

Study shows constant curvature convex hypersurfaces on hyperboloids are parts of hyperboloids.

problem Characterizing convex hypersurfaces with constant curvature on hyperboloids.
method Analyzing hypersurfaces with constant higher order mean curvature and constant boundary angle.
result Hypersurfaces with constant curvature on hyperboloids are parts of hyperboloids.