Srijith P.K.

Dr. Srijith P.K. is an Associate Professor in the Department of Computer Science & Engineering at Indian Institute of Technology Hyderabad, where he leads research in probabilistic machine learning, Bayesian learning, and deep learning. He is affiliated with the BRAIN (Bayesian Reasoning And INtelligence) Lab, focusing on bridging human and machine learning through interdisciplinary applications in social networks, astrophysics, autonomous navigation, and sustainable cities.

• Research Interests:
  • Probabilistic machine learning
  • Bayesian learning
  • Continual learning and causal learning
  • Multi-modal learning and physics-informed neural networks
  • Uncertainty quantification and generative modeling
• Scientific Awards:
  • Sony Research Award 2021
• Major Research Grants:
  • Funding from AGC Inc, Japan, on Scientific Large Language Modeling
  • Ministry of Education (MoE) funding for the Centre of Excellence in AI for Sustainable Cities
  • Hyundai funding for Physics-Informed Neural Networks
  • Sony Research India funding for Multimodal Learning
  • JICA funding for Causal Learning in collaboration with RIKEN
  • SERB and DST grants for projects on continual learning and astrophysical data analysis
• Advising:
  • Supervises a team of students and researchers including Manisha Dubey, Rohan Tondulkar, Uddipta Bhattacharjee, Ayush Jain, Shamik Kundu, Posham Ramesh, Shikhar Sanjay, and Priyambada