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This is a survey of constructive and computable measure theory with an emphasis on the close connections with algorithmic randomness. We give a brief history of constructive measure theory from Brouwer to the present, emphasizing how…

逻辑 · 数学 2019-03-19 Jason Rute

Solomonoff unified Occam's razor and Epicurus' principle of multiple explanations to one elegant, formal, universal theory of inductive inference, which initiated the field of algorithmic information theory. His central result is that the…

机器学习 · 计算机科学 2008-06-26 Marcus Hutter

A coarse description of a subset A of omega is a subset D of omega such that the symmetric difference of A and D has asymptotic density 0. We study the extent to which noncomputable information can be effectively recovered from all coarse…

Algorithmic randomness theory starts with a notion of an individual random object. To be reasonable, this notion should have some natural properties; in particular, an object should be random with respect to image distribution if and only…

逻辑 · 数学 2016-07-15 Laurent Bienvenu , Mathieu Hoyrup , Alexander Shen

We study Doob's Consistency Theorem and Freedman's Inconsistency Theorem from the vantage point of computable probability and algorithmic randomness. We show that the Schnorr random elements of the parameter space are computably consistent,…

逻辑 · 数学 2025-01-22 Simon M. Huttegger , Sean Walsh , Francesca Zaffora Blando

We analyze the pointwise convergence of a sequence of computable elements of L^1(2^omega) in terms of algorithmic randomness. We consider two ways of expressing the dominated convergence theorem and show that, over the base theory RCA_0,…

逻辑 · 数学 2014-01-03 Jeremy Avigad , Edward Dean , Jason Rute

We use the martingale-theoretic approach of game-theoretic probability to incorporate imprecision into the study of randomness. In particular, we define a notion of computable randomness associated with interval, rather than precise,…

概率论 · 数学 2017-05-05 Gert de Cooman , Jasper De Bock

In this paper, we will generalize the definition of partially random or complex reals, and then show the duality of random and complex, i.e., a generalized version of Levin-Schnorr's theorem. We also study randomness from the view point of…

逻辑 · 数学 2017-04-05 Keita Yokoyama

We study the uniform computational content of the Vitali Covering Theorem for intervals using the tool of Weihrauch reducibility. We show that a more detailed picture emerges than what a related study by Giusto, Brown, and Simpson has…

逻辑 · 数学 2018-08-23 Vasco Brattka , Guido Gherardi , Rupert Hölzl , Arno Pauly

We prove a computable version of the Hall Harem Theorem where the matching realizes a unary function with controlled sizes of cycles. We apply it to non-amenable computable coarse spaces. As a result, we obtain a computable version of the…

逻辑 · 数学 2025-12-09 Karol Duda

Solomonoff unified Occam's razor and Epicurus' principle of multiple explanations to one elegant, formal, universal theory of inductive inference, which initiated the field of algorithmic information theory. His central result is that the…

机器学习 · 计算机科学 2011-11-09 Marcus Hutter

The program Reverse Mathematics (RM for short) seeks to identify the axioms necessary to prove theorems of ordinary mathematics, usually working in the language of second-order arithmetic $L_{2}$. A major theme in RM is therefore the study…

逻辑 · 数学 2021-08-17 Sam Sanders

Schnorr showed that a real is Martin-Loef random if and only if all of its initial segments are incompressible with respect to prefix-free complexity. Fortnow and independently Nies, Stephan and Terwijn noticed that this statement remains…

计算复杂性 · 计算机科学 2017-03-03 George Barmpalias , Andrew Lewis-Pye , Angsheng Li

In this paper we study subsequences of random numbers. In Kamae (1973), selection functions that depend only on coordinates are studied, and their necessary and sufficient condition for the selected sequences to be normal numbers is given.…

信息论 · 计算机科学 2012-02-15 Hayato Takahashi

We characterize Martin-L\"of randomness and Schnorr randomness in terms of the merging of opinions, along the lines of the Blackwell-Dubins Theorem. After setting up a general framework for defining notions of merging randomness, we focus…

逻辑 · 数学 2026-03-10 Simon M. Huttegger , Sean Walsh , Francesca Zaffora Blando

We prove a number of results motivated by global questions of uniformity in computability theory, and universality of countable Borel equivalence relations. Our main technical tool is a game for constructing functions on free products of…

逻辑 · 数学 2020-01-20 Andrew S Marks

We introduce a notion of computable randomness for infinite sequences that generalises the classical version in two important ways. First, our definition of computable randomness is associated with imprecise probability models, in the sense…

概率论 · 数学 2020-09-23 Floris Persiau , Jasper De Bock , Gert de Cooman

We study randomness beyond $\Pi^1_1$-randomness and its Martin-L\"of type variant, introduced in \cite{MR2340241} and further studied in \cite{Continuous-higher-randomness}. The class given by the infinite time Turing machines (\ITTM s),…

逻辑 · 数学 2026-05-19 Merlin Carl , Philipp Schlicht

We conduct a computability-theoretic study of Ramsey-like theorems of the form "Every coloring of the edges of an infinite clique admits an infinite sub-clique avoiding some pattern", with a particular focus on transitive patterns. As it…

逻辑 · 数学 2025-07-11 Quentin Le Houérou , Ludovic Patey

By a theorem of Sacks, if a real $x$ is recursive relative to all elements of a set of positive Lebesgue measure, $x$ is recursive. This statement, and the analogous statement for non-meagerness instead of positive Lebesgue measure, have…

逻辑 · 数学 2026-05-19 Merlin Carl