Stochastic weight matrix dynamics during learning and Dyson Brownian motion
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DOI: 10.1103/physreve.111.015303
Abstract: We demonstrate that the update of weight matrices in learning algorithms can be described in the framework of Dyson Brownian motion, thereby inheriting many features of random matrix theory. We relate the level of stochasticity… read more here.
Keywords: dyson brownian; brownian motion; stochastic weight;
An Atmospheric Visibility Grading Method Based on Ensemble Learning and Stochastic Weight Average
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DOI: 10.3390/atmos12070869
Abstract: In order to adequately characterize the visual characteristics of atmospheric visibility and overcome the disadvantages of the traditional atmospheric visibility measurement method with significant dependence on preset reference objects, high cost, and complicated steps, this… read more here.
Keywords: atmospheric visibility; visibility grading; visibility; stochastic weight ... See more keywords