Jyothi, R.2024-12-272022-03-01http://ir.iitd.ac.in/handle/123456789/6000enConvergenceLogistic regressionIncoherent framesMatrix FactorizationStudies on efficient algorithms for convex and non-convex problems with applications in signal processing, communication and machine learningThesis