Andrey Kolmogorov
(6 articles)
Conditional Probability
Measures the likelihood of an event occurring, given that another event has already occurred.
Generality: 880
Search Optimization
Process of enhancing algorithms' ability to efficiently search for the most optimal solution in a potentially vast solution space.
Generality: 830
Algorithmic Probability
Quantifies the likelihood that a random program will produce a specific output on a universal Turing machine, forming a core component of algorithmic information theory.
Generality: 855
AIT
Algorithmic Information Theory
Algorithmic Information Theory
Studies the complexity of strings and the amount of information they contain, using algorithms and computational methods.
Generality: 830
MDL
Minimum Description Length
Minimum Description Length
Principle formalization of Occam's Razor in information theory, advocating that the best hypothesis for a given set of data is the one that leads to the shortest total description of the data and the hypothesis.
Generality: 845
Stochastic
Systems or processes that are inherently random, involving variables that are subject to chance.
Generality: 885