Sandeep Kumar

Assistant Professor,Department of Electrical Engineering, School of Artificial Intelligence (joint appointment),Bharti School of Telecommunication Technology and Management (affiliate)Indian Institute of Technology Delhi (IIT Delhi).Phone: (+91)-11-2659-8734 Office: Block II, 413 B.
Email: k firstname @ iitd dot ac dot in

I am an Assistant Professor in the Department of Electrical Engineering at the Indian Institute of Technology Delhi (IIT Delhi), I am also an associated faculty member with the School of Artificial Intelligence (ScAI) and Bharti School of Telecommunication Technology and Management. I am a recipient of the DST Inspire Faculty Fellowship Award, 2019. I was a postdoctoral fellow at the Hong Kong University of Science and Technology, hosted by Prof. Daniel P. Palomar. I received the Ph.D. and M.Tech degrees from the Department of Electrical Engineering at Indian Institute of Technology (IIT), Kanpur, under the guidance of Prof. Ketan Rajawat and Prof. Govind Sharma, respectively.

Research: I supervise the Machine Intelligence Signals and Networks (MISN) Lab at IIT Delhi. The overarching theme of our research efforts lies in the coherent interaction between optimization, machine learning, signal processing, and graphical models. See the MISN Lab research page for details. Specific problems of interest include:

  • Graph Machine Learning

  • Manifold Learning and Optimization

  • Optimization Theory

  • Applications of Optimization in Machine Learning, Signal Processing, and Wireless Communication

  • Federated Learning and Distributed Optimization

Recent Updates:
  • Congratulations again to Bharat and Vivek for getting the best student paper award at the IEEE SPCOMM conference [Photo].
  • Our group is now known as the MISN Group: Machine Intelligence, Signals, and Networks Group. [Website under construction]!
  • Invited discussion on E-Passport challenges and possibilities, aired on Doordarshan DD Urdu. Watch the full episode at [Ye Hai India ].
  • A very warm welcome to Gourab Panda for joining our group
  • A very warm welcome to Bhism Tripathi for joining our group