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We introduce a theorem proving algorithm that uses practically no domain heuristics for guiding its connection-style proof search. Instead, it runs many Monte-Carlo simulations guided by reinforcement learning from previous proof attempts.…

人工智能 · 计算机科学 2018-05-22 Cezary Kaliszyk , Josef Urban , Henryk Michalewski , Mirek Olšák

We present a method for computing stable models of normal logic programs, i.e., logic programs extended with negation, in the presence of predicates with arbitrary terms. Such programs need not have a finite grounding, so traditional…

计算机科学中的逻辑 · 计算机科学 2017-09-05 Kyle Marple , Elmer Salazar , Gopal Gupta

A combination of direct and inverse Fourier transforms on the unitary group $U(N)$ identifies normalized characters with probability measures on $N$-tuples of integers. We develop the $N\to\infty$ version of this correspondence by matching…

概率论 · 数学 2019-12-19 Alexey Bufetov , Vadim Gorin

A domain-theoretic framework is presented for validated robustness analysis of neural networks. First, global robustness of a general class of networks is analyzed. Then, using the fact that Edalat's domain-theoretic L-derivative coincides…

机器学习 · 计算机科学 2023-01-10 Can Zhou , Razin A. Shaikh , Yiran Li , Amin Farjudian

It is well known that the strong subadditivity theorem is hold for classical system, but it is very difficult to prove that it is hold for quantum system. The first proof of this theorem is due to Lieb by using the Lieb's theorem. Here we…

量子物理 · 物理学 2007-05-23 Yong-Jian Han , Yong-Sheng Zhang , Guang-Can Guo

We present two Dialectica-like constructions for models of intensional Martin-L\"of type theory based on G\"odel's original Dialectica interpretation and the Diller-Nahm variant, bringing dependent types to categorical proof theory. We set…

范畴论 · 数学 2021-05-04 Sean K. Moss , Tamara von Glehn

We introduce two classes of "egg type" domains, built on general bounded symmetric domains, for which we compute the Bergmann kernel in explicit form. We use the characterization of bounded symmetric domains through Jordan triple systems.…

复变函数 · 数学 2007-05-23 Guy Roos , Weiping Yin

We present generalized algebraic theories corresponding to slightly modified versions of two of the type theories in our paper Type Theory with Explicit Universe Polymorphism. We first present a generalized algebraic theory for categories…

计算机科学中的逻辑 · 计算机科学 2026-03-05 Marc Bezem , Thierry Coquand , Peter Dybjer , Martín Escardó

In this article, we explore the potential of transformer-based language models (LMs) to correctly represent normative statements in the legal domain, taking tax law as our use case. In our experiment, we use a variety of LMs as bases for…

计算与语言 · 计算机科学 2021-08-26 Reto Gubelmann , Peter Hongler , Siegfried Handschuh

Urban and Bierman introduced a calculus of proof terms for the sequent calculus LK with a strongly normalizing reduction relation. We extend this calculus to simply-typed higher-order logic with inferences for induction and equality, albeit…

计算机科学中的逻辑 · 计算机科学 2018-10-18 Gabriel Ebner

We show that time complexity analysis of higher-order functional programs can be effectively reduced to an arguably simpler (although computationally equivalent) verification problem, namely checking first-order inequalities for validity.…

计算机科学中的逻辑 · 计算机科学 2012-10-26 Ugo Dal Lago , Barbara Petit

As a vital problem in pattern analysis and machine intelligence, Unsupervised Domain Adaptation (UDA) attempts to transfer an effective feature learner from a labeled source domain to an unlabeled target domain. Inspired by the success of…

计算机视觉与模式识别 · 计算机科学 2024-08-14 Ren Chuan-Xian , Zhai Yi-Ming , Luo You-Wei , Yan Hong

We present an extensive mechanization of the meta-theory of Martin-L\"of Type Theory (MLTT) in the Coq proof assistant. Our development builds on pre-existing work in Agda to show not only the decidability of conversion, but also the…

编程语言 · 计算机科学 2023-10-11 Arthur Adjedj , Meven Lennon-Bertrand , Kenji Maillard , Pierre-Marie Pédrot , Loïc Pujet

This paper introduces derivation trees for general grammars. Within these trees, it defines context-dependent pairs of nodes, corresponding to rewriting two neighboring symbols using a non context-free rule. It proves that the language…

形式语言与自动机理论 · 计算机科学 2024-09-12 Martin Havel , Zbyněk Křivka , Alexander Meduna

In \cite{Craig}, we introduced a syntactically defined and highly general class of calculi known as \emph{semi-analytic}. We then demonstrated that any sufficiently strong (modal) substructural logic with a semi-analytic calculus must…

计算机科学中的逻辑 · 计算机科学 2025-06-27 Amirhossein Akbar Tabatabai , Raheleh Jalali

Recent developments in termination analysis for declarative programs emphasize the use of appropriate models for the logical theory representing the program at stake as a generic approach to prove termination of declarative programs. In…

编程语言 · 计算机科学 2015-12-23 Salvador Lucas

Functional programming languages are particularly well-suited for building automated reasoning systems, since (among other reasons) a logical term is well modeled by an inductive type, traversing a term can be implemented generically as a…

编程语言 · 计算机科学 2020-06-02 Daniel Selsam , Simon Hudon , Leonardo de Moura

Negation is a core construction in natural language. Despite being very successful on many tasks, state-of-the-art pre-trained language models often handle negation incorrectly. To improve language models in this regard, we propose to…

计算与语言 · 计算机科学 2021-05-11 Arian Hosseini , Siva Reddy , Dzmitry Bahdanau , R Devon Hjelm , Alessandro Sordoni , Aaron Courville

I give a proof of the confluence of combinatory strong reduction that does not use the one of lambda-calculus. I also give simple and direct proofs of a standardization theorem for this reduction and the strong normalization of simply typed…

逻辑 · 数学 2009-05-19 René David

The calculus of constructions (CC) is a core theory for dependently typed programming and higher-order constructive logic. Originally introduced in Coquand's 1985 thesis, CC has inspired 25 years of research in programming languages and…

编程语言 · 计算机科学 2022-10-21 Chris Casinghino