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Negative feedback is a powerful approach capable of improving several aspects of a system. In linear electronics, it has been critical for allowing invariance to device properties. Negative feedback is also known to enhance linearity in…

仪器与探测器 · 物理学 2016-11-22 Luciano da F. Costa , Filipi N. Silva , Cesar H. Comin

Existing variational mesh functionals often suffer from strong nonlinearity or dependence on empirical parameters.We propose a new variational functional for adaptive moving mesh generation that enforces equidistribution and alignment…

数值分析 · 数学 2026-01-29 Wenbin Wang , Yunqing Huang , Huayi Wei

We introduce a new concept, the APN-defect, which can be thought of as measuring the distance of a given function $G:\mathbb{F}_{2^n} \rightarrow \mathbb{F}_{2^n}$ to the set of almost perfect nonlinear (APN) functions. This concept is…

信息论 · 计算机科学 2024-06-12 Nurdagül Anbar , Tekgül Kalaycı , Alev Topuzoğlu

Equivariance guarantees that a model's predictions capture key symmetries in data. When an image is translated or rotated, an equivariant model's representation of that image will translate or rotate accordingly. The success of…

机器学习 · 计算机科学 2024-06-19 Nate Gruver , Marc Finzi , Micah Goldblum , Andrew Gordon Wilson

The concept of differential uniformity was recently extended to the $c$-differential uniformity. An interesting problem in this area is the construction of functions with low $c$-differential uniformity and a lot of research has been done…

信息论 · 计算机科学 2022-08-02 Mohit Pal

Denote by $\mathcal{NA}$ and $\mathcal{MA}$ the ideals of null-additive and meager-additive subsets of~$2^\omega$, respectively. We prove in ZFC that $\mathrm{add}(\mathcal{NA})=\mathrm{non}(\mathcal{NA})$ and introduce a new (Polish)…

We prove bordism invariance of the coarse index of complex elliptic pseudodifferential operators. In our discussion we introduce directed $c$-bordisms, whose usefulness is illustrated in the context of existence of uniformly positive scalar…

K理论与同调 · 数学 2011-03-22 Christopher Wulff

Adversarial training has been widely acknowledged as the most effective method to improve the adversarial robustness against adversarial examples for Deep Neural Networks (DNNs). So far, most existing works focus on enhancing the overall…

机器学习 · 计算机科学 2023-03-28 Zeming Wei , Yifei Wang , Yiwen Guo , Yisen Wang

The Boosted Difference of Convex functions Algorithm (BDCA) was recently proposed for minimizing smooth difference of convex (DC) functions. BDCA accelerates the convergence of the classical Difference of Convex functions Algorithm (DCA)…

最优化与控制 · 数学 2019-07-24 Francisco J. Aragón Artacho , Phan T. Vuong

We consider two numerical entropy--type invariants for actions of $\Zk$, invariant under a choice of generators and well-adapted for smooth actions whose individual elements have positive entropy. We concentrate on the maximal rank case,…

动力系统 · 数学 2014-07-17 Anatole Katok , Svetlana Katok , Federico Rodriguez Hertz

We prove estimates for the Gowers uniformity norms of functions over $\Zz/p\Zz$ which are trace functions of certain $\ell$-adic sheaves, and establish in particular a strong inverse theorem for these functions.

数论 · 数学 2013-02-12 Étienne Fouvry , Emmanuel Kowalski , Philippe Michel

In this paper we consider continued fraction (CF) expansions on intervals different from $[0,1]$. For every $x$ in such interval we find a CF expansion with a finite number of possible digits. Using the natural extension, the density of the…

动力系统 · 数学 2016-06-17 Cor Kraaikamp , Niels Langeveld

Consider the diagonal action of the special orthogonal group on the direct sum of a finite number of copies of the standard representation--the underlying field is assumed to be algebraically closed and of characteristic not equal to two.…

代数几何 · 数学 2007-05-23 V. Lakshmibai , K. N. Raghavan , P. Sankaran , P. Shukla

Let $E\subset \mathbb{R}^{n+1}$, $n\ge 2$, be an Ahlfors-David regular set of dimension $n$. We show that the weak-$A_\infty$ property of harmonic measure, for the open set $\Omega:= \mathbb{R}^{n+1}\setminus E$, implies uniform…

经典分析与常微分方程 · 数学 2015-05-26 Steve Hofmann , J. M. Martell

Imposing an extensional uniformity condition on a non-uniform circuit complexity class C means simply intersecting C with a uniform class L. By contrast, the usual intensional uniformity conditions require that a resource-bounded machine be…

计算机科学中的逻辑 · 计算机科学 2008-12-18 Pierre McKenzie , Michael Thomas , Heribert Vollmer

There has recently been renewed recognition of the need to understand the consistency properties that must be preserved when a generalized matrix inverse is required. The most widely known generalized inverse, the Moore-Penrose…

数值分析 · 计算机科学 2018-08-03 Jeffrey Uhlmann

We use differential cohomology to systematically construct a large class of topological actions in physics, including Chern-Simons terms, Wess-Zumino-Novikov-Witten terms, and theta terms (continuous or discrete). We introduce a notion of…

高能物理 - 理论 · 物理学 2022-03-31 Joe Davighi , Ben Gripaios , Oscar Randal-Williams

Linear residualization is a common practice for confounding adjustment in machine learning (ML) applications. Recently, causality-aware predictive modeling has been proposed as an alternative causality-inspired approach for adjusting for…

机器学习 · 统计学 2020-11-10 Elias Chaibub Neto

As is well known, the idea of a fractional sum and difference on uniform lattice is more current, and gets a lot of development in this field. But the definitions of fractional sum and fractional difference of $f(z)$ on non-uniform lattices…

经典分析与常微分方程 · 数学 2019-10-14 Jinfa Cheng

An essential and challenging problem in causal inference is causal effect estimation from observational data. The problem becomes more difficult with the presence of unobserved confounding variables. The front-door adjustment is a practical…

机器学习 · 计算机科学 2023-10-04 Ziqi Xu , Debo Cheng , Jiuyong Li , Jixue Liu , Lin Liu , Kui Yu