Kunal Narayan Chaudhury
Scholar

Kunal Narayan Chaudhury

Google Scholar ID: ge8cEtoAAAAJ
Associate Professor, Indian Institute of Science
Computational ImagingContinuous OptimizationMachine Learning
Citations & Impact
All-time
Citations
1,543
 
H-index
22
 
i10-index
36
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • Currently serving as a Senior Area Editor for the IEEE Signal Processing Letters; previously served as an Associate Editor for the IEEE Transactions on Signal Processing and as a Senior Editor for the SPIE Journal of Electronic Imaging.
Research Experience
  • Faculty member at IISc since 2014; Postdoctoral Research Fellow in the Program in Applied and Computational Mathematics at Princeton University (2011–2013); Research interests span signal processing, computational imaging, optimization theory and methods, and machine learning, with particular focus on developing theoretically grounded and computationally efficient algorithms for sensing and reconstruction problems.
Education
  • PhD in Computer, Communication, and Information Sciences from École Polytechnique Fédérale de Lausanne (EPFL) in 2011; ME in System Science and Automation from the Indian Institute of Science in 2005; B.E. in Electrical Engineering from Jadavpur University in 2003.
Background
  • Associate Professor at the Indian Institute of Science (IISc), leading the Lab for Imaging Sciences and Algorithms. Research interests lie at the intersection of computational imaging, computer vision, and machine learning, with a strong emphasis on nonlinear optimization, inverse problems, and algorithm design.
Miscellany
  • Teaches Linear Algebra and Its Applications and Advanced Convex Optimization at IISc.
Co-authors
0 total
Co-authors: 0 (list not available)