RESEARCH AREA

Regularization Techniques are required whenever Inverse problem is ill-posed. Tikhonov regularization is broadly studied in many Learning theory frameworks but because of its qualification it exhausts after a stage. I wish to study general regularization techniques on existing Learning theory frameworks for better qualification and better convergence rates.