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We examine two different techniques for parameter averaging in GAN training. Moving Average (MA) computes the time-average of parameters, whereas Exponential Moving Average (EMA) computes an exponentially discounted sum. Whilst MA is known…

In this work, a generalization of Chebyshev functional is presented. New inequalities of Gruss type via Pompeiu's mean value theorem are established. Improvements of some old inequalities are proved. A generalization of pre-Gruss inequality…

经典分析与常微分方程 · 数学 2019-05-24 Mohammad W. Alomari

We generalize the notion of convexity and average-convexity to the notion of weighted average-convexity. We show several results on the relation between weighted average-convexity and cooperative games. First, we prove that if a game is…

计算机科学与博弈论 · 计算机科学 2023-02-16 Alexandre Skoda , Xavier Venel

Let $d_k(n)$ denote the $k$-fold divisor function. For a wide range of large $q$ the expected bound $$\sum_{n\leq x\atop {n\equiv a(q)}}d_k(n)-\text { main term }\approx \sqrt {x/q}$$ is shown to be true in an average sense -- for all $k$.…

数论 · 数学 2023-02-23 Tomos Parry

In this paper we outline a general method for finding well-posed boundary value problems for linear equations of mixed elliptic and hyperbolic type, which extends previous techniques of Berezanskii, Didenko, and Friedrichs. This method is…

偏微分方程分析 · 数学 2014-01-17 Marcus A. Khuri

Let $(X,\nu,T)$ be a measure-preserving system, and let $P_1,\ldots, P_k$ be polynomials with integer coefficients. We prove that, for any $f_1,\ldots, f_k\in L^{\infty}(X)$, the M\"obius-weighted polynomial multiple ergodic averages…

动力系统 · 数学 2024-08-06 Joni Teräväinen

We give some uniform estimates for constant mean curvature solutions of the conformal vacuum Einstein constraint equations on compact manifolds. Existence of those solutions was given in a paper by J. Isenberg.

微分几何 · 数学 2007-05-23 Yu Yan

Value function approximation is important in modern reinforcement learning (RL) problems especially when the state space is (infinitely) large. Despite the importance and wide applicability of value function approximation, its theoretical…

机器学习 · 计算机科学 2023-02-24 Hanlin Zhu , Ruosong Wang , Jason D. Lee

Generalising the two-dimensional case, we provide estimates for the mean-values of the lengths of the edges of an integral box with given volume and minimal surface.

数论 · 数学 2026-02-03 Jonathan Rotgé , Gérald Tenenbaum

In this paper matrix quantitative weighted estimates on spaces of homogeneous type, such as endpoint estimates, strong type estimates are provided. To that end we extend some earlier results on convex body domination due to Nazarov,…

泛函分析 · 数学 2025-11-12 Guido Claro , Pamela Muller , Luis Nowak , Alejandra Perini , Israel P. Rivera-Ríos

New theorems characterizing analytically discs in the Euclidean plane $\RR^2$ are proved. Weighted mean value properties of solutions to the modified Helmholtz equation and harmonic functions are used for this purpose. The presence of a…

偏微分方程分析 · 数学 2022-09-22 Nikolay Kuznetsov

Convergence of Extremum Seeking (ES) algorithms has been established in the limit of small gains. Using averaging theory and contraction analysis, we propose a framework for computing explicit bounds on the departure of the ES scheme from…

最优化与控制 · 数学 2013-03-20 Gabriel Bousquet , Jean-Jacques Slotine

Formulae for the value of a harmonic function at the center of a rectangle are found that involve boundary integrals. The central value of a harmonic function is shown to be well approximated by the mean value of the function on the…

偏微分方程分析 · 数学 2015-01-28 Giles Auchmuty , Manki Cho

In this study, utilizing a specific exponential weighting function, we investigate the uniform exponential convergence of weighted Birkhoff averages along decaying waves and delve into several related variants. A key distinction from…

动力系统 · 数学 2026-01-27 Zhicheng Tong , Yong Li

In this paper, we prove a logarithmic Sobolev inequality for closed submanifolds with constant length of mean curvature vector in a manifold with nonnegative sectional curvature.

微分几何 · 数学 2024-08-20 Doanh Pham

In this note we prove a spectral gap for various Markov chains on various functional spaces. While proving that a spectral gap exists is relatively common, explicit estimates seems somewhat rare.These estimates are then used to apply the…

动力系统 · 数学 2021-02-19 Benoît Kloeckner

We consider the space (weighted Fourier algebra) of Banach algebra valued functions $A^q_{\omega}(\Gamma,\cX),$ which consists of all Fourier transforms of functions in $L^q_\omega(G,\cX)$. Here $\omega$ is a Beurling-Domar type weight on a…

泛函分析 · 数学 2025-10-15 Divyang G. Bhimani , Karishman B. Solanki

We study a general discrete boundary value problem in Sobolev--Slobodetskii spaces in a plane quadrant and reduce it to a system of integral equations. We show a solvability of the system for a small size of discreteness starting from a…

偏微分方程分析 · 数学 2023-04-11 Vladimir Vasilyev , Alexander Vasilyev , Anastasia Mashinets

Let $C$ and $K$ be centrally symmetric convex bodies of volume $1$ in ${\mathbb R}^n$. We provide upper bounds for the multi-integral expression \begin{equation*}\|{\bf…

度量几何 · 数学 2019-06-11 Giorgos Chasapis , Apostolos Giannopoulos , Nikos Skarmogiannis

We establish bounds for the covariance of a large class of functions of infinite variance stable random variables, including unbounded functions such as the power function and the logarithm. These bounds involve measures of dependence…

统计理论 · 数学 2011-11-10 Vladas Pipiras , Murad S. Taqqu , Patrice Abry
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