Algorithmic information theory (AIT) is a branch of theoretical computer science that concerns itself with the relationship between computation and information...

algorithmic complexity theory, algorithmic information theory and information-theoretic security. Applications of fundamental topics of information theory...

first described algorithmic probability in 1960, publishing the theorem that launched Kolmogorov complexity and algorithmic information theory. He first described...

In algorithmic information theory, algorithmic probability, also known as Solomonoff probability, is a mathematical method of assigning a prior probability...

unknown algorithm. This is also called a theory of induction. Due to its basis in the dynamical (state-space model) character of Algorithmic Information Theory...

Beginning in the late 1960s, Chaitin made contributions to algorithmic information theory and metamathematics, in particular a computer-theoretic result...

Algorithmic game theory (AGT) is an interdisciplinary field at the intersection of game theory and computer science, focused on understanding and designing...

information theory include source coding, algorithmic complexity theory, algorithmic information theory, and information-theoretic security. There is another...

learning theory and algorithmic inductive inference[citation needed]. Algorithmic learning theory is different from statistical learning theory in that...

In algorithmic information theory (a subfield of computer science and mathematics), the Kolmogorov complexity of an object, such as a piece of text, is...

systems from an algorithmic point of view Algorithmic number theory, algorithms for number-theoretic computation Algorithmic game theory, game-theoretic...

This is a list of information theory topics. A Mathematical Theory of Communication algorithmic information theory arithmetic coding channel capacity Communication...

later-proposed minimum description length principle in algorithmic information theory (AIT), a.k.a. the theory of Kolmogorov complexity, it can be seen as a formalization...

quantum computation, automata theory, information theory, cryptography, program semantics and verification, algorithmic game theory, machine learning, computational...

statements in algorithmic information theory and proved another incompleteness theorem in that setting. Chaitin's theorem states that for any theory that can...

content manipulated by algorithmic curation to control the population and minimize organic human activity. Proponents of the theory believe these social...

Algorithmic complexity may refer to: In algorithmic information theory, the complexity of a particular string in terms of all algorithms that generate...

storage or received. The field of algorithmic information theory is devoted to the study of the irreducible information content of a string (i.e., its shortest-possible...

computation, randomness in computing, algorithmic complexity, algorithmic probability, and information theory. Peter Gacs attended high school in his...

short descriptions, relates to the Bayesian Information Criterion (BIC). Within Algorithmic Information Theory, where the description length of a data sequence...

In the computer science subfield of algorithmic information theory, a Chaitin constant (Chaitin omega number) or halting probability is a real number that...

Integrated information theory (IIT) proposes a mathematical model for the consciousness of a system. It comprises a framework ultimately intended to explain...

more likely to trust and follow algorithmic advice over human recommendations, a phenomenon referred to as algorithm appreciation. Understanding these...

John (April 2023). "Functional Bits: Lambda Calculus based Algorithmic Information Theory" (PDF). tromp.github.io. John's Lambda Calculus and Combinatory...

compression, image and function segmentation, etc. Algorithmic probability Algorithmic information theory Grammar induction Inductive inference Inductive...

probability theory. He also contributed to the mathematics of topology, intuitionistic logic, turbulence, classical mechanics, algorithmic information theory and...

computability theory and algorithmic information theory. It was shown that when the underlying machine is universal, these numbers are highly algorithmically random...

is the concept of Algorithmic Information Dynamics: a model-driven approach for causal discovery using Algorithmic Information Theory and perturbation...

beauty based on algorithmic information theory: the most beautiful objects among subjectively comparable objects have short algorithmic descriptions (i...

theory Computational geometry Computational number theory Computational topology Computational statistics Algorithmic information theory Algorithmic game...