Zobrazeno 1 - 10
of 10 439
pro vyhledávání: '"Rate–distortion theory"'
Publikováno v:
4th International Workshop on Active Inference, 2023
Organisms have to keep track of the information in the environment that is relevant for adaptive behaviour. Transmitting information in an economical and efficient way becomes crucial for limited-resourced agents living in high-dimensional environmen
Externí odkaz:
http://arxiv.org/abs/2409.08892
Many aspects of human learning have been proposed as a process of constructing mental programs: from acquiring symbolic number representations to intuitive theories about the world. In parallel, there is a long-tradition of using information processi
Externí odkaz:
http://arxiv.org/abs/2405.05294
Autor:
Harremoës, Peter1 (AUTHOR)
Publikováno v:
Entropy. Mar2023, Vol. 25 Issue 3, p456. 24p.
Autor:
Grohs, Philipp1,2 (AUTHOR), Klotz, Andreas1 (AUTHOR), Voigtlaender, Felix3,4 (AUTHOR) felix.voigtlaender@ku.de
Publikováno v:
Foundations of Computational Mathematics. Feb2023, Vol. 23 Issue 1, p329-392. 64p.
Akademický článek
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Autor:
Harell, Alon, Foroutan, Yalda, Ahuja, Nilesh, Datta, Parual, Kanzariya, Bhavya, Somayaulu, V. Srinivasa, Tickoo, Omesh, de Andrade, Anderson, Bajic, Ivan V.
Recent years have seen a tremendous growth in both the capability and popularity of automatic machine analysis of images and video. As a result, a growing need for efficient compression methods optimized for machine vision, rather than human vision,
Externí odkaz:
http://arxiv.org/abs/2305.17295
Akademický článek
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We define the complexity of a continuous-time linear system to be the minimum number of bits required to describe its forward increments to a desired level of fidelity, and compute this quantity using the rate distortion function of a Gaussian source
Externí odkaz:
http://arxiv.org/abs/2306.02435
In some practical learning tasks, such as traffic video analysis, the number of available training samples is restricted by different factors, such as limited communication bandwidth and computation power. Determinantal Point Process (DPP) is a commo
Externí odkaz:
http://arxiv.org/abs/2304.04137