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For supervised classification problems involving design, control, other practical purposes, users are not only interested in finding a highly accurate classifier, but they also demand that the obtained classifier be easily interpretable.…

机器学习 · 计算机科学 2020-08-04 Yashesh Dhebar , Kalyanmoy Deb

The formal system lambda-delta is a typed lambda calculus that pursues the unification of terms, types, environments and contexts as the main goal. lambda-delta takes some features from the Automath-related lambda calculi and some from the…

计算机科学中的逻辑 · 计算机科学 2008-09-25 F. Guidi

Structured reasoning over natural language inputs remains a core challenge in artificial intelligence, as it requires bridging the gap between unstructured linguistic expressions and formal logical representations. In this paper, we propose…

人工智能 · 计算机科学 2025-07-14 Keying Yang , Hao Wang , Kai Yang

There are two possible computational interpretations of second-order arithmetic: Girard's system F or Spector's bar recursion and its variants. While the logic is the same, the programs obtained from these two interpretations have a…

计算机科学中的逻辑 · 计算机科学 2018-04-04 Valentin Blot

We propose a functional description of rewriting systems on topological vector spaces. We introduce the topological confluence property as an approximation of the confluence property. Using a representation of linear topological rewriting…

环与代数 · 数学 2019-12-02 Cyrille Chenavier

We present an approach for representing abstract argumentation frameworks based on an encoding into classical higher-order logic. This provides a uniform framework for computer-assisted assessment of abstract argumentation frameworks using…

人工智能 · 计算机科学 2021-10-19 Alexander Steen , David Fuenmayor

Higher-order rewriting is a framework in which one can write higher-order programs and study their properties. One such property is termination: the situation that for all inputs, the program eventually halts its execution and produces an…

计算机科学中的逻辑 · 计算机科学 2023-08-08 Niels van der Weide , Deivid Vale , Cynthia Kop

We propose a formalism for representation of finite languages, referred to as the class of IDL-expressions, which combines concepts that were only considered in isolation in existing formalisms. The suggested applications are in natural…

人工智能 · 计算机科学 2011-07-04 M. J. Nederhof , G. Satta

State preparation compilers for quantum computers typically sit at two extremes: general-purpose routines that treat the target as an opaque amplitude vector, and bespoke constructions for a handful of well-known state families. We ask…

Symbolic Mathematical tasks such as integration often require multiple well-defined steps and understanding of sub-tasks to reach a solution. To understand Transformers' abilities in such tasks in a fine-grained manner, we deviate from…

人工智能 · 计算机科学 2021-04-30 Vishesh Agarwal , Somak Aditya , Navin Goyal

These course notes are about computing modular forms and some of their arithmetic properties. Their aim is to explain and prove the modular symbols algorithm in as elementary and as explicit terms as possible, and to enable the devoted…

数论 · 数学 2018-09-14 Gabor Wiese

This paper describes the conversion of a Hidden Markov Model into a sequential transducer that closely approximates the behavior of the stochastic model. This transformation is especially advantageous for part-of-speech tagging because the…

cmp-lg · 计算机科学 2008-02-03 Andre Kempe

We present a new approach to a technique known as compiling control, whose aim is to compile away special mechanisms for non-standard atom selection in logic programs. It has previously been conjectured that compiling control could be…

编程语言 · 计算机科学 2018-12-03 Vincent Nys , Danny De Schreye

Harmonic sums and their generalizations are extremely useful in the evaluation of higher-order perturbative corrections in quantum field theory. Of particular interest have been the so-called nested sums,where the harmonic sums and their…

数学物理 · 物理学 2009-11-11 S. Moch , P. Uwer

Predictive models are fundamental to engineering reliable software systems. However, designing conservative, computable approximations for the behavior of programs (static analyses) remains a difficult and error-prone process for modern…

编程语言 · 计算机科学 2011-05-10 David Van Horn , Matthew Might

A practical version of the polynomial canonical formalism is developed for normal mesoscopic systems consisting of N independent electrons. Drastic simplification of calculations is attained by means of proper ordering excited states of the…

介观与纳米尺度物理 · 物理学 2007-05-23 N. K. Kuzmenko , V. M. Mikhajlov

The stabiliser fragment of quantum theory is a foundational building block for quantum error correction and the fault-tolerant compilation of quantum programs. In this article, we develop a sound, universal and complete denotational…

计算机科学中的逻辑 · 计算机科学 2025-12-01 Robert I. Booth , Cole Comfort

We describe an annotation scheme and a tool developed for creating linguistically annotated corpora for non-configurational languages. Since the requirements for such a formalism differ from those posited for configurational languages,…

cmp-lg · 计算机科学 2008-02-03 Wojciech Skut , Brigitte Krenn , Thorsten Brants , Hans Uszkoreit

This work deals with the definability problem by quantifier-free first-order formulas over a finite algebraic structure. We show the problem to be coNP-complete and present two decision algorithms based on a semantical characterization of…

计算机科学中的逻辑 · 计算机科学 2023-03-31 Miguel Campercholi , Mauricio Tellechea , Pablo Ventura

In this paper, we propose a two-steps approach to partition instances of the Conjunctive Normal Form (CNF) Syntactic Formula Isomorphism problem (CSFI) into groups of different complexity. First, we build a model, based on the Transformer…

机器学习 · 计算机科学 2021-06-29 Luca Benedetto , Paolo Fantozzi , Luigi Laura