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Kernel methods have great promise for learning rich statistical representations of large modern datasets. However, compared to neural networks, kernel methods have been perceived as lacking in scalability and flexibility. We introduce a…

机器学习 · 计算机科学 2014-12-22 Zichao Yang , Alexander J. Smola , Le Song , Andrew Gordon Wilson

Let G be a bounded Jordan domain in the complex plane with piecewise analytic boundary. We present theoretical estimates and numerical evidence for certain phenomena, regarding the application of the Bergman kernel method with algebraic and…

数值分析 · 数学 2011-01-04 M. Lytrides , N. Stylianopoulos

The NP-complete $k$-Path problem asks whether a given undirected graph has a (simple) path of length at least $k$. We prove that $k$-Path has polynomial-size Turing kernels when restricted to planar graphs, graphs of bounded degree,…

数据结构与算法 · 计算机科学 2017-04-21 Bart M. P. Jansen

Stochastic network calculus is a tool for computing error bounds on the performance of queueing systems. However, deriving accurate bounds for networks consisting of several queues or subject to non-independent traffic inputs is…

网络与互联网体系结构 · 计算机科学 2018-10-12 Anne Bouillard , Céline Comte , Élie De Panafieu , Fabien Mathieu

We define a plane curve to be threadable if it can rigidly pass through a point-hole in a line L without otherwise touching L. Threadable curves are in a sense generalizations of monotone curves. We have two main results. The first is a…

计算几何 · 计算机科学 2018-03-26 Joseph O'Rourke , Emmely Rogers

Cubical complexes are metric spaces constructed by gluing together unit cubes in an analogous way to the construction of simplicial complexes. We construct Brownian motion on such spaces, define random walks, and prove that the transition…

种群与进化 · 定量生物学 2019-05-23 Tom M. W. Nye

A quantum walk places a traverser into a superposition of both graph location and traversal "spin." The walk is defined by an initial condition, an evolution determined by a unitary coin/shift-operator, and a measurement based on the…

量子物理 · 物理学 2015-11-25 Marko A. Rodriguez , Jennifer H. Watkins

Starting with a similarity function between objects, it is possible to define a distance metric on pairs of objects, and more generally on probability distributions over them. These distance metrics have a deep basis in functional analysis,…

计算几何 · 计算机科学 2011-03-15 Sarang Joshi , Raj Varma Kommaraju , Jeff M. Phillips , Suresh Venkatasubramanian

The recent theory of graph limits gives a powerful framework for understanding the properties of suitable (convergent) sequences $(G_n)$ of graphs in terms of a limiting object which may be represented by a symmetric function $W$ on…

组合数学 · 数学 2012-08-21 Bela Bollobas , Svante Janson , Oliver Riordan

The trigonal curves of genus 5 can be represented by projective plane quintics that have 1 singularity of delta invariant 1. Combining this with a partial sieve method for plane curves we count the number of such curves over any finite…

代数几何 · 数学 2020-01-14 Thomas Wennink

In the framework of computational complexity and in an effort to define a more natural reduction for problems of equivalence, we investigate the recently introduced kernel reduction, a reduction that operates on each element of a pair…

计算复杂性 · 计算机科学 2016-04-29 Jeffrey Finkelstein , Benjamin Hescott

Quantum walks, both discrete (coined) and continuous time, form the basis of several quantum algorithms and have been used to model processes such as transport in spin chains and quantum chemistry. The enhanced spreading and mixing…

量子物理 · 物理学 2010-12-10 Godfrey Leung , Paul Knott , Joe Bailey , Viv Kendon

We consider inhomogeneous lattice walk models in a half-space and in the quarter plane. For the models in a half-space, we show by a generalization of the kernel method to linear systems of functional equations that their generating…

组合数学 · 数学 2018-11-19 Manfred Buchacher , Manuel Kauers

In this work, the concept of quasi-type Kernel polynomials with respect to a moment functional is introduced. Difference equation satisfied by these polynomials along with the criterion for orthogonality conditions are discussed. The…

谱理论 · 数学 2023-01-31 Vikash Kumar , A. Swaminathan

The CGMV method allows for the general discussion of localization properties for the states of a one-dimensional quantum walk, both in the case of the integers and in the case of the non negative integers. Using this method we classify,…

量子物理 · 物理学 2010-10-28 M. J. Cantero , F. A. Grunbaum , L. Moral , L. Velazquez

We introduce the concept of regular quantum graphs and construct connected quantum graphs with discrete symmetries. The method is based on a decomposition of the quantum propagator in terms of permutation matrices which control the way…

混沌动力学 · 物理学 2007-06-13 Simone Severini , Gregor Tanner

We describe a method for counting maps of curves of given genus (and variable moduli) to $\Bbb P^2$, essentially by splitting the $\Bbb P^2$ in two; then specialising to the case of genus 0 we show that the method of quantum cohomology may…

alg-geom · 数学 2008-02-03 Ziv Ran

In parameterized algorithmics, the process of kernelization is defined as a polynomial time algorithm that transforms the instance of a given problem to an equivalent instance of a size that is limited by a function of the parameter. As,…

计算复杂性 · 计算机科学 2019-03-01 Jouke Witteveen , Ralph Bottesch , Leen Torenvliet

Recently, the quaternionic quantum walk was formulated by the first author as a generalization of discrete-time quantum walks. We treat the right eigenvalue problem of quaternionic matrices to analysis the spectra of its transition matrix.…

数学物理 · 物理学 2015-05-05 Norio Konno , Hideo Mitsuhashi , Iwao Sato

This paper addresses a very classical topic that goes back at least to Pl\"ucker: how to understand a plane curve singularity using its polar curves. Here, we explicitly construct the singular points of a plane curve singularity directly…

代数几何 · 数学 2015-10-28 Maria Alberich-Carramiñana , Víctor González-Alonso