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Type inference refers to the task of inferring the data type of a given column of data. Current approaches often fail when data contains missing data and anomalies, which are found commonly in real-world data sets. In this paper, we propose…

机器学习 · 计算机科学 2020-03-24 Taha Ceritli , Christopher K. I. Williams , James Geddes

Discrete mathematics is the foundation of computer science. It focuses on concepts and reasoning methods that are studied using math notations. It has long been argued that discrete math is better taught with programming, which takes…

计算机与社会 · 计算机科学 2021-10-07 Yanhong A. Liu , Matthew Castelllana

Consider an algorithm computing in a differential field with several commuting derivations such that the only operations it performs with the elements of the field are arithmetic operations, differentiation, and zero testing. We show that,…

交换代数 · 数学 2021-08-31 Wei Li , Alexey Ovchinnikov , Gleb Pogudin , Thomas Scanlon

Bidirectional typing combines two modes of typing: type checking, which checks that a program satisfies a known type, and type synthesis, which determines a type from the program. Using checking enables bidirectional typing to support…

编程语言 · 计算机科学 2022-03-21 Jana Dunfield , Neel Krishnaswami

We show that the theory of the partial order of computably enumerable equivalence relations (ceers) under computable reduction is 1-equivalent to true arithmetic. We show the same result for the structure comprised of the dark ceers and the…

逻辑 · 数学 2020-02-25 Uri Andrews , Noah Schweber , Andrea Sorbi

Reversible computation is an unconventional form of computing that extends the standard forward-only mode of computation with the ability to execute a sequence of operations in reverse at any point during computation. As such, in this…

计算机科学中的逻辑 · 计算机科学 2021-01-19 Kyriaki Psara

The aim of this paper is to present an elementary computable theory of random variables, based on the approach to probability via valuations. The theory is based on a type of lower-measurable sets, which are controlled limits of open sets,…

计算机科学中的逻辑 · 计算机科学 2021-01-05 Pieter Collins

This paper focuses on greedy expansions, one possible representation of numbers, and on arithmetical operations with them. Performing addition or multiplication some additional digits can appear. We study bounds on the number of such digits…

数论 · 数学 2022-12-16 Magdaléna Tinková

For many compiled languages, source-level types are erased very early in the compilation process. As a result, further compiler passes may convert type-safe source into type-unsafe machine code. Type-unsafe idioms in the original source and…

编程语言 · 计算机科学 2016-03-22 Matthew Noonan , Alexey Loginov , David Cok

The specifics of data layout can be important for the efficiency of functional programs and interaction with external libraries. In this paper, we develop a type-theoretic approach to data layout that could be used as a typed intermediate…

计算机科学中的逻辑 · 计算机科学 2023-06-22 Henry DeYoung , Frank Pfenning

In this paper we describe how to leverage higher-order unification to type check a dependently typed language with meta-variables. The literature usually presents the unification algorithm as a standalone component, however the need to…

编程语言 · 计算机科学 2016-10-03 Francesco Mazzoli , Andreas Abel

Many algorithms, especially in the field of computational geometry, are based on the premise that arithmetic operations are performed exactly. Real machines are based on inexact floating-point arithmetic. Various number types have been…

分布式、并行与集群计算 · 计算机科学 2018-04-04 Martin Wilhelm

Rewriting is a formalism widely used in computer science and mathematical logic. The classical formalism has been extended, in the context of functional languages, with an order over the rules and, in the context of rewrite based languages,…

计算机科学中的逻辑 · 计算机科学 2019-06-12 Horatiu Cirstea , Pierre-Etienne Moreau

Type systems certify program properties in a compositional way. From a bigger program one can abstract out a part and certify the properties of the resulting abstract program by just using the type of the part that was abstracted away.…

计算机科学中的逻辑 · 计算机科学 2012-02-17 Andreas Abel

Type systems as a way to control or analyze programs have been largely studied in the context of functional programming languages. Some of those work allow to extract from a typing derivation for a program a complexity bound on this…

计算机科学中的逻辑 · 计算机科学 2019-10-08 Patrick Baillot , Alexis Ghyselen

The use of pointers and data-structures based on pointers results in circular memory references that are interpreted by a vital compiler analysis, namely pointer analysis. For a pair of memory references at a program point, a typical…

编程语言 · 计算机科学 2011-12-19 Mohamed A. El-Zawawy

This piece of work presents a meaningful example for the advantages of using bitwise operations for creating effective algorithms in programming. A task connected with mathematical modeling in weaving industry is examined and computed.

其他计算机科学 · 计算机科学 2012-01-09 Krasimir Yankov Yordzhev

Recursive calls over recursive data are useful for generating probability distributions, and probabilistic programming allows computations over these distributions to be expressed in a modular and intuitive way. Exact inference is also…

编程语言 · 计算机科学 2023-03-28 David Chiang , Colin McDonald , Chung-chieh Shan

We propose a type system for a calculus of contracting processes. Processes can establish sessions by stipulating contracts, and then can interact either by keeping the promises made, or not. Type safety guarantees that a typeable process…

编程语言 · 计算机科学 2019-03-14 Massimo Bartoletti , Alceste Scalas , Emilio Tuosto , Roberto Zunino

An algorithm to decide the emptiness of a regular type expression with set operators given a set of parameterised type definitions is presented. The algorithm can also be used to decide the equivalence of two regular type expressions and…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Lunjin Lu , John G. Cleary