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We give a general method for rounding linear programs that combines the commonly used iterated rounding and randomized rounding techniques. In particular, we show that whenever iterated rounding can be applied to a problem with some slack,…

数据结构与算法 · 计算机科学 2019-07-19 Nikhil Bansal

This paper presents a regularized Newton method (RNM) with generalized regularization terms for unconstrained convex optimization problems. The generalized regularization includes quadratic, cubic, and elastic net regularizations as special…

最优化与控制 · 数学 2024-07-11 Yuya Yamakawa , Nobuo Yamashita

In a previous paper (El. J. Combin. 6 (1999), R37), the author generalized Ehrhart's idea of counting lattice points in dilated rational polytopes: Given a rational polytope, that is, a polytope with rational vertices, we use its…

组合数学 · 数学 2007-05-23 Matthias Beck

We develop an algebraic theory of supports for $R$-linear codes of fixed length, where $R$ is a finite commutative unitary ring. A support naturally induces a notion of generalized weights and allows one to associate a monomial ideal to a…

信息论 · 计算机科学 2022-01-19 Elisa Gorla , Alberto Ravagnani

We present a polynomial time algorithm to compute any fixed number of the highest coefficients of the Ehrhart quasi-polynomial of a rational simplex. Previously such algorithms were known for integer simplices and for rational polytopes of…

组合数学 · 数学 2007-05-23 Alexander Barvinok

This paper studies a suitably normalized set of generalized Hermite polynomials and sets down a relevant Mehler formula, Rodrigues formula, and generalized translation operator. Weighted generalized Hermite polynomials are the…

经典分析与常微分方程 · 数学 2016-09-06 Marvin Rosenblum

Computing the probability of a formula given the probabilities or weights associated with other formulas is a natural extension of logical inference to the probabilistic setting. Surprisingly, this problem has received little attention in…

人工智能 · 计算机科学 2012-03-19 Vibhav Gogate , Pedro Domingos

A general method to combine several estimators of the same quantity is investigated. In the spirit of model and forecast averaging, the final estimator is computed as a weighted average of the initial ones, where the weights are constrained…

统计方法学 · 统计学 2015-05-26 Frédéric Lavancier , Paul Rochet

We describe arithmetic algorithms on a canonical number representation based on the Catalan family of combinatorial objects specified as a Haskell type class. Our algorithms work on a {\em generic} representation that we illustrate on…

数学软件 · 计算机科学 2019-09-17 Paul Tarau

We give a proof of the convergence of the BHZ renormalized model associated with the generalized (KPZ) equation that does not require the full strength of the BPHZ renormalisation. Our approach is based on a convenient form of chaos…

概率论 · 数学 2026-01-27 I. Bailleul , Y. Bruned

A statistical estimation algorithm of the weight distribution of a linear code is shown, based on using its generator matrix as a compression function on random bit strings.

信息论 · 计算机科学 2018-06-07 Alessandro Tomasi , Alessio Meneghetti

We use the Poincar\'e series method to compute gravity partition functions associated to SU(N) level 1 WZW models with arbitrarily large numbers of modular invariants. The result is an average over these invariants, with the weights being…

高能物理 - 理论 · 物理学 2021-09-15 Viraj Meruliya , Sunil Mukhi

We propose an algorithm for evaluation of the cumulative bivariate normal distribution, building upon Marsaglia's ideas for evaluation of the cumulative univariate normal distribution. The algorithm is mathematically transparent, delivers…

数值分析 · 数学 2018-09-19 Christian Meyer

We present and discuss an algorithm and its implementation that is capable of directly determining Fourier expansions of any vector-valued modular form of weight at least $2$ associated with representations whose kernel is a congruence…

数论 · 数学 2023-04-24 Tobias Magnusson , Martin Raum

We study Ehrhart series with coefficients in Abelian group rings. This opens new enumeration applications and unifies earlier variants, in particular, polynomial weighted, $q$-weighted, and equivariant Ehrhart series.

Solving the generalized eigenvalue problem is a useful method for finding energy eigenstates of large quantum systems. It uses projection onto a set of basis states which are typically not orthogonal. One needs to invert a matrix whose…

核理论 · 物理学 2023-04-05 Caleb Hicks , Dean Lee

Various iterative reconstruction algorithms for inverse problems can be unfolded as neural networks. Empirically, this approach has often led to improved results, but theoretical guarantees are still scarce. While some progress on…

统计理论 · 数学 2021-08-16 Arash Behboodi , Holger Rauhut , Ekkehard Schnoor

This paper studies the estimation of network weights for a class of systems with binary-valued observations. In these systems only quantized observations are available for the network estimation. Furthermore, system states are coupled with…

系统与控制 · 计算机科学 2019-03-19 Yu Xing , Xingkang He , Haitao Fang , Karl Henrik Johansson

The recursive method for computing the generalized LM-inverse of a constant rectangular matrix augmented by a column vector is proposed in Udwadia and Phohomsiri (2007) [16] and [17]. The corresponding algorithm for the sequential…

符号计算 · 计算机科学 2011-04-12 Milan B. Tasiíc , Predrag S. Stanimirović , Selver H. Pepí

Recent advances in large-margin classification of data residing in general metric spaces (rather than Hilbert spaces) enable classification under various natural metrics, such as string edit and earthmover distance. A general framework…

机器学习 · 计算机科学 2014-07-14 Lee-Ad Gottlieb , Aryeh Kontorovich , Robert Krauthgamer