Browsing Computer Science and Automation (CSA) by Author "Kundu, Achintya"
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Novel First-order Algorithms for Non-smooth Optimization Problems in Machine Learning
Kundu, AchintyaThis thesis is devoted to designing efficient optimization algorithms for machine learning (ML) problems where the underlying objective function to be optimized is convex but not necessarily differentiable. Such non-smooth ...