semester 6 computer science courses at IISc (ongoing)

course name course details course grade course instructor
Advanced Techniques in Optimization for Machine Learning Prof Anant Raj
Deep Generative Models boltzmann machines, latent variable models, flow-based models, diffusion models, energy-based models Prof Chiranjib Bhattacharyya
Probabilistic Foundations of Sequential Learning Prof Shubhada Agrawal
Nonlinear systems and control (E1 242) This course is on the description, analysis and control of nonlinear systems. Nonlinear systems occur everywhere - in nature and in numerous engineering applications. So, it is very useful to a controls practitioner or theorist to have a good understanding of nonlinear systems and methods to design controllers for them. The focus of the course leans towards mathematical theory and analysis. However, interesting applications in various domains would also be discussed frequently. Prof Pavankumar Tallapragada