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Log-linear models are typically fitted to contingency table data to describe and identify the relationship between different categorical variables. However, the data may include observed zero cell entries. The presence of zero cell entries…

统计方法学 · 统计学 2022-12-01 Serveh Sharifi Far , Michail Papathomas , Ruth King

We present in this paper a new procedure to saturate a set of clauses with respect to a well-founded ordering on ground atoms such that A < B implies Var(A) {\subseteq} Var(B) for every atoms A and B. This condition is satisfied by any atom…

计算机科学中的逻辑 · 计算机科学 2012-03-14 Yannick Chevalier , Mounira Kourjieh

A non-deterministic call-by-need lambda-calculus \calc with case, constructors, letrec and a (non-deterministic) erratic choice, based on rewriting rules is investigated. A standard reduction is defined as a variant of left-most outermost…

编程语言 · 计算机科学 2007-05-23 Manfred Schmidt-Schauß , Michael Huber

We study an extension of Plotkin's call-by-value lambda-calculus via two commutation rules (sigma-reductions). These commutation rules are sufficient to remove harmful call-by-value normal forms from the calculus, so that it enjoys elegant…

计算机科学中的逻辑 · 计算机科学 2019-03-14 Giulio Guerrieri , Luca Paolini , Simona Ronchi Della Rocca

We show that SCL(FOL) can simulate the derivation of non-redundant clauses by superposition for first-order logic without equality. Superposition-based reasoning is performed with respect to a fixed reduction ordering. The completeness…

计算机科学中的逻辑 · 计算机科学 2023-05-23 Martin Bromberger , Chaahat Jain , Christoph Weidenbach

In the present paper, some aspects of the finite-dimensional theory of set-inclusive generalized equations are studied. Set-inclusive generalized equations are problems arising in several contexts of optimization and variational analysis,…

最优化与控制 · 数学 2018-11-26 Amos Uderzo

We consider the concept of a local set of inference rules. A local rule set can be automatically transformed into a rule set for which bottom-up evaluation terminates in polynomial time. The local-rule-set transformation gives…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Robert Givan , David McAllester

We demonstrate that learning procedures that rely on aggregated labels, e.g., label information distilled from noisy responses, enjoy robustness properties impossible without data cleaning. This robustness appears in several ways. In the…

机器学习 · 统计学 2026-05-26 Chen Cheng , John Duchi

The requirement of a language to be conditionally decomposable is imposed on a specification language in the coordination supervisory control framework of discrete-event systems. In this paper, we present a polynomial-time algorithm for the…

系统与控制 · 计算机科学 2014-12-22 Jan Komenda , Tomáš Masopust , Jan H. van Schuppen

Traditionally it had been a problem that researchers did not have access to enough spatial data to answer pressing research questions or build compelling visualizations. Today, however, the problem is often that we have too much data.…

机器学习 · 计算机科学 2018-03-23 Geoff Boeing

Stochastic local search (SLS) algorithms have exhibited great effectiveness in finding models of random instances of the Boolean satisfiability problem (SAT). As one of the most widely known and used SLS algorithm, WalkSAT plays a key role…

人工智能 · 计算机科学 2015-12-07 Sixue Liu

This paper considers quasi-reductivity - essentially, the property that an evaluation cannot get "stuck" due to a missing case in pattern matching - in the context of term rewriting with logical constraints.

计算机科学中的逻辑 · 计算机科学 2017-02-27 Cynthia Kop

We study the termination of rewriting modulo a set of equations in the Calculus of Algebraic Constructions, an extension of the Calculus of Constructions with functions and predicates defined by higher-order rewrite rules. In a previous…

计算机科学中的逻辑 · 计算机科学 2016-08-16 Frédéric Blanqui

Formal, mathematically rigorous programming language semantics are the essential prerequisite for the design of logics and calculi that permit automated reasoning about concurrent programs. We propose a novel modular semantics designed to…

The verification of reductions, representative subsets of interleavings, simplifies correctness proofs of parameterized concurrent programs. We introduce an expressive class of syntactic reductions, which we call natural reductions. Natural…

编程语言 · 计算机科学 2026-05-14 Constantin Enea , Azadeh Farzan , Dominik Klumpp

In this short paper we present a survey of some results concerning the random SAT problems. To elaborate, the Boolean Satisfiability (SAT) Problem refers to the problem of determining whether a given set of $m$ Boolean constraints over $n$…

Dominant areas of computer science and computation systems are intensively linked to the hypercube-related studies and interpretations. This article presents some transformations and analytics for some example algorithms and Boolean domain…

离散数学 · 计算机科学 2024-02-05 Levon Aslanyan , Irina Arsenyan , Vilik Karakhanyan , Hasmik Sahakyan

Linear representation learning is widely studied due to its conceptual simplicity and empirical utility in tasks such as compression, classification, and feature extraction. Given a set of points $[\mathbf{x}_1, \mathbf{x}_2, \ldots,…

机器学习 · 计算机科学 2024-05-03 Marshall Mueller , James M. Murphy , Abiy Tasissa

End-to-end (geometric) deep learning has seen first successes in approximating the solution of combinatorial optimization problems. However, generating data in the realm of NP-hard/-complete tasks brings practical and theoretical…

机器学习 · 计算机科学 2022-03-22 Simon Geisler , Johanna Sommer , Jan Schuchardt , Aleksandar Bojchevski , Stephan Günnemann

This paper studies the stable model semantics of logic programs with (abstract) constraint atoms and their properties. We introduce a succinct abstract representation of these constraint atoms in which a constraint atom is represented…

人工智能 · 计算机科学 2009-05-01 Yi-Dong Shen , Jia-Huai You , Li-Yan Yuan