Browsing Computer Science and Automation (CSA) by Author "Yaji, Vinayaka Ganapati"
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Stochastic approximation with set-valued maps and Markov noise: Theoretical foundations and applications
Yaji, Vinayaka GanapatiStochastic approximation algorithms produce estimates of a desired solution using noisy real world data. Introduced by Robbins and Monro, in 1951, stochastic approximation techniques have been instrumental in the asymptotic ...