Stochastic optimization for large-scale machine learning [electronic resource] / Vinod Kumar Chauhan, PhD.

"Stochastic Optimization for Large-scale Machine Learning identifies different areas of improvement and recent research directions to tackle the challenge. Developed optimisation techniques are also explored to improve machine learning algorithms based on data access and on first and second order op...

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