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The ``impossibility theorem'' -- which is considered foundational in algorithmic fairness literature -- asserts that there must be trade-offs between common notions of fairness and performance when fitting statistical models, except in two…

These lecture notes survey the emerging area of Universal Proof Theory, which investigates general questions about the existence, equivalence, and characterization of good proof systems for broad classes of logics. In particular, the notes…

逻辑 · 数学 2025-11-06 Rosalie Iemhoff , Raheleh Jalali

Some general properties of abstract relations are closely examined. These include generalizations of linearity, and properties based on `pinning' an inequality by a pair of families of endomorphisms.To each property we try to associate a…

环与代数 · 数学 2007-05-23 James Hirschorn

This paper elaborates on a new approach of the question of the proof-theoretic study of concurrent interaction called "proofs as schedules". Observing that proof theory is well suited to the description of confluent systems while…

计算机科学中的逻辑 · 计算机科学 2014-09-16 Emmanuel Beffara

When a linear order has an order preserving surjection onto each of its suborders we say that it is strongly surjective. We prove that the set of countable strongly surjective linear orders is complete for the class of sets which are the…

逻辑 · 数学 2020-06-30 Riccardo Camerlo , Raphaël Carroy , Alberto Marcone

Coherence phenomena appear in two different situations. In the context of category theory the term `coherence constraints' refers to a set of diagrams whose commutativity implies the commutativity of a larger class of diagrams. In the…

q-alg · 数学 2007-05-23 Martin Markl , Steve Shnider

When formalizing mathematics in (generalized predicative) constructive type theories, or more practically in proof assistants such as Coq or Agda, one is often using setoids (types with explicit equivalence relations). In this note we…

逻辑 · 数学 2013-04-23 Erik Palmgren

Debate about fairness in machine learning has largely centered around competing definitions of what fairness or nondiscrimination between groups requires. However, little attention has been paid to what precisely a group is. Many recent…

计算机与社会 · 计算机科学 2020-06-08 Lily Hu , Issa Kohler-Hausmann

Our study revisits the problem of accuracy-fairness tradeoff in binary classification. We argue that comparison of non-discriminatory classifiers needs to account for different rates of positive predictions, otherwise conclusions about…

机器学习 · 计算机科学 2015-05-22 Indre Zliobaite

A linear parameter must be consumed exactly once in the body of its function. When declaring resources such as file handles and manually managed memory as linear arguments, a linear type system can verify that these resources are used…

编程语言 · 计算机科学 2022-07-25 Arnaud Spiwack , Csongor Kiss , Jean-Philippe Bernardy , Nicolas Wu , Richard Eisenberg

Proof nets are a syntax for linear logic proofs which gives a coarser notion of proof equivalence with respect to syntactic equality together with an intuitive geometrical representation of proofs. In this paper we give an alternative…

计算机科学中的逻辑 · 计算机科学 2018-06-21 Matteo Acclavio

The origins of proof-theoretic semantics lie in the question of what constitutes the meaning of the logical connectives and its response: the rules of inference that govern the use of the connective. However, what if we go a step further…

计算机科学中的逻辑 · 计算机科学 2023-07-11 Sara Ayhan

While model checking has often been considered as a practical alternative to building formal proofs, we argue here that the theory of sequent calculus proofs can be used to provide an appealing foundation for model checking. Since the…

计算机科学中的逻辑 · 计算机科学 2017-01-19 Quentin Heath , Dale Miller

Linearizability is the de facto consistency condition for concurrent objects, widely used in theory and practice. Loosely speaking, linearizability classifies concurrent executions as correct if operations on shared objects appear to take…

分布式、并行与集群计算 · 计算机科学 2021-07-30 Gal Sela , Maurice Herlihy , Erez Petrank

A double category of relations is essentially a cartesian equipment with strong, discrete and functorial tabulators and for which certain local products satisfy a Frobenius Law. A double category of relations is equivalent to a double…

范畴论 · 数学 2022-11-18 Michael Lambert

Comparison of geometric quantities usually means obtaining generally true equalities of different algebraic expressions of a given geometric figure. Today's technical possibilities already support symbolic proofs of a conjectured theorem,…

计算几何 · 计算机科学 2022-02-10 Zoltán Kovács , Róbert Vajda

Jakob Bernoulli, working in the late 17th century, identified a gap in contemporary probability theory. He cautioned that it was inadequate to specify force of proof (probability of provability) for some kinds of uncertain arguments. After…

人工智能 · 计算机科学 2018-09-10 Brian Shay , Patrick Brazil

This paper introduces a novel type theory and logic for probabilistic reasoning. Its logic is quantitative, with fuzzy predicates. It includes normalisation and conditioning of states. This conditioning uses a key aspect that distinguishes…

计算机科学中的逻辑 · 计算机科学 2025-04-02 Robin Adams , Bart Jacobs

In this paper we study the logical foundations of automated inductive theorem proving. To that aim we first develop a theoretical model that is centered around the difficulty of finding induction axioms which are sufficient for proving a…

计算机科学中的逻辑 · 计算机科学 2023-06-22 Stefan Hetzl , Tin Lok Wong

Distinguishing between arguments and adjuncts of a verb is a longstanding, nontrivial problem. In natural language processing, argumenthood information is important in tasks such as semantic role labeling (SRL) and prepositional phrase (PP)…

计算与语言 · 计算机科学 2019-04-16 Najoung Kim , Kyle Rawlins , Benjamin Van Durme , Paul Smolensky