The term Blahut–Arimoto algorithm is often used to refer to a class of algorithms for computing numerically either the information theoretic capacity of...
8 KB (1,334 words) - 10:28, 25 October 2024
work in information theory, including the Blahut–Arimoto algorithm used in rate–distortion theory. Blahut was born in Orange, New Jersey and studied...
8 KB (606 words) - 22:43, 15 December 2024
difference between the value of these two numbers. The Blahut–Arimoto algorithm, co-invented by Richard Blahut, is an elegant iterative technique for numerically...
15 KB (2,327 words) - 09:59, 31 March 2025
capacity of a discrete memoryless channel can be computed using the Blahut-Arimoto algorithm. Deep learning can be used to estimate the channel capacity. In...
26 KB (4,845 words) - 21:28, 19 June 2025
University of Illinois Urbana-Champaign, best known for his Blahut–Arimoto algorithm used in rate–distortion theory; winner of IEEE Claude E. Shannon Award...
108 KB (12,288 words) - 19:30, 31 May 2025
Information bottleneck method (category Cluster analysis algorithms)
generalization of the Blahut-Arimoto algorithm, developed in rate distortion theory. The application of this type of algorithm in neural networks appears...
21 KB (3,604 words) - 23:17, 4 June 2025
Reinforcement learning. and Graphical methods (the Q-graphs). For the Blahut-Arimoto algorithm, the main idea is to start with the last mutual information of...
18 KB (3,106 words) - 08:22, 28 May 2025
and mixed states. In Tuc01a, he presented an algorithm and computer program, based on the Arimoto-Blahut method of information theory, for calculating...
14 KB (2,131 words) - 16:01, 20 June 2025