Markovian stochastic approximation with expanding projections

Stochastic approximation is a framework unifying many random iterative algorithms occurring in a diverse range of applications. The stability of the process is often difficult to verify in practical applications and the process may even be unstable without additional stabilisation techniques. We stu...

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Bibliographic Details
Main Authors: Andrieu, C, Vihola, M
Format: Journal article
Language:English
Published: International Statistical Institute 2014