Collaborations
My research is shaped by collaborations across machine learning theory, optimization, federated learning, and trustworthy AI. I work with researchers on rigorous foundations for modern learning systems, including distributed and online learning algorithms, generalization guarantees, and robustness questions for emerging AI systems.
Research Collaborators
Dr. Bharath B.N.
Ph.D. Supervisor, Associate Professor
Department of Electrical, Electronics and Communication Engineering, IIT Dharwad.
Prof. Mohsen Guizani
Research Mentor
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi.
Dr. Prashant Khanduri
Assistant Professor
Department of Computer Science, Wayne State University, MI.
Dr. Shruti P Maralappanavar
Research Associate
Department of Electrical, Electronics and Communication Engineering, IIT Dharwad.
Collaboration Opportunities
I welcome research collaborations on trustworthy machine learning, certified robustness for LLM agents, federated learning, online learning, non-convex optimization, and related theoretical questions. If you are interested in discussing overlapping research directions, please get in touch.