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By selecting different filter functions, spectral algorithms can generate various regularization methods to solve statistical inverse problems within the learning-from-samples framework. This paper combines distributed spectral algorithms…

机器学习 · 统计学 2025-02-18 Jiading Liu , Lei Shi

We consider the problem of learning regression functions from pairwise data when there exists prior knowledge that the relation to be learned is symmetric or anti-symmetric. Such prior knowledge is commonly enforced by symmetrizing or…

机器学习 · 计算机科学 2015-06-22 Tapio Pahikkala , Markus Viljanen , Antti Airola , Willem Waegeman

We investigate dispersive and Strichartz estimates for the Schr\"{o}dinger time evolution propagator $\mathrm{e}^{-\mathrm{i}tH}$ on a star-shaped metric graph. The linear operator, $H$, taken into consideration is the self-adjoint…

偏微分方程分析 · 数学 2018-10-16 Andreea Grecu , Liviu I. Ignat

We discuss various properties of the conformal field equations and their consequences for the asymptotic structure of space-times.

广义相对论与量子宇宙学 · 物理学 2007-05-23 Helmut Friedrich

We study linear integro-differential equations in Hilbert spaces with operator-valued kernels and give sufficient conditions for the well-posedness. We show that several types of integro-differential equations are covered by the class of…

偏微分方程分析 · 数学 2016-04-05 Sascha Trostorff

We derive the two-loop evolution equation of the B-meson light-cone distribution amplitude which is the last missing element for the next-to-next-to-leading logarithmic resummation of QCD corrections to B decays in QCD factorization. We…

高能物理 - 唯象学 · 物理学 2019-07-24 V. M. Braun , Yao Ji , A. N. Manashov

Using QCD motivated and phenomenological considerations, we construct x- dependent polarized parton distributions, which evolve under GLAP evolution, satisfy DIS data and are within positivity constraints. Each flavor is done separately and…

高能物理 - 唯象学 · 物理学 2014-11-17 Lionel E. Gordon , Mehrdad Goshtasbpour , Gordon P. Ramsey

For a given self-adjoint operator $A$ with discrete spectrum, we completely characterize possible eigenvalues of its rank-one perturbations~$B$ and discuss the inverse problem of reconstructing $B$ from its spectrum.

谱理论 · 数学 2020-07-20 Oles Dobosevych , Rostyslav Hryniv

Covariance operators of random functions are crucial tools to study the way random elements concentrate over their support. The principal component analysis of a random function X is well-known from a theoretical viewpoint and extensively…

统计理论 · 数学 2016-08-14 André Mas

Within the framework of light-cone quantisation we derive the complete and exact overlap representation of skewed parton distributions for unpolarised and polarised quarks and gluons. Symmetry properties and phenomenological applications…

高能物理 - 唯象学 · 物理学 2009-10-31 M. Diehl , Th. Feldmann , R. Jakob , P. Kroll

We clarify questions related to the convergence of the OPE and conformal block decomposition in unitary Conformal Field Theories (for any number of spacetime dimensions). In particular, we explain why these expansions are convergent in a…

高能物理 - 理论 · 物理学 2015-06-15 Duccio Pappadopulo , Slava Rychkov , Johnny Espin , Riccardo Rattazzi

We consider conformal defects with spins under the rotation group acting on the transverse directions. They are described in the embedding space formalism in a similar manner to spinning local operators, and their correlation functions with…

高能物理 - 理论 · 物理学 2019-12-30 Nozomu Kobayashi , Tatsuma Nishioka

We numerically investigate the impact of scale evolution on double parton distributions, which are needed to compute multiple hard scattering processes. Assuming correlations between longitudinal and transverse variables or between the…

高能物理 - 唯象学 · 物理学 2015-06-18 Markus Diehl , Tomas Kasemets , Shane Keane

We give a brief overview of nuclear parton distributions. First, the EMC effect is discussed together with possible interpretations such as nuclear binding and $Q^2$ rescaling. Next, we explain shadowing descriptions:…

高能物理 - 唯象学 · 物理学 2007-05-23 S. Kumano

We discuss QCD evolution equations for two and three particle correlation functions of quarks and gluon fields in a hadron which describe development of the momentum distribution of a parton system with a change of the wave length of a…

高能物理 - 唯象学 · 物理学 2017-08-23 A. V. Belitsky

A mechanism deriving new well-posed evolutionary equations from given ones is inspected. It turns out that there is one particular spatial operator from which many of the standard evolutionary problems of mathematical physics can be…

偏微分方程分析 · 数学 2014-01-23 Rainer Picard , Sascha Trostorff , Marcus Waurick

The eigenvalue probability density function for symplectic invariant random matrix ensembles can be generalised to discrete settings involving either a linear or exponential lattice. The corresponding correlation functions can be expressed…

数学物理 · 物理学 2019-02-26 Peter J Forrester , Shi-Hao Li

We develop a skew-adaptive extension of split conformal prediction for regression. The method starts from an asymmetric interval family centered at a point prediction and uses the gauge approach to deduce the conformity score induced by…

机器学习 · 统计学 2026-05-18 Paulo C. Marques F. , Helton Graziadei

There are many combinatorial optimization problems whose solutions are best represented by permutations. The classic traveling salesperson seeks an optimal ordering over a set of cities. Scheduling problems often seek optimal orderings of…

神经与进化计算 · 计算机科学 2023-11-27 Vincent A. Cicirello

We show that the off-diagonal (or skewed) parton distributions are completely determined at small $x$ and $\xi$ by the (conventional) diagonal partons. We present predictions which can be used to estimate the off-diagonal distributions at…

高能物理 - 唯象学 · 物理学 2008-11-26 A. G. Shuvaev , K. J. Golec-Biernat , A. D. Martin , M. G. Ryskin