Kunal Narayan Chaudhury
I'm an Associate Professor in the Department of Electrical Engineering, Indian Institute of Science, where I head the Lab for Imaging Sciences and Algorithms. My research interest is in computational imaging, computer vision, and machine learning, with a focus on continuous optimization and fast algorithms. I'm a senior member of IEEE and a member of SIAM. I am on the Editorial Board of IEEE Signal Processing Letters and was a Senior Editor of SPIE Journal of Electronic Imaging in the past.
Associate Professor, Indian Institute of Science (2020 - ).
Assistant Professor, Indian Institute of Science (2014 - 2020).
Postdoc., Applied and Computational Mathematics, Princeton University (2011 - 2013).
PhD, Computer, Communication, and Information Sciences, EPFL (2006 - 2011).
ME, System Science and Automation, Indian Institute of Science (2003 - 2005).
BE, Electrical Engineering, Jadavpur University (1999- 2003).
Fixed-point and objective convergence of plug-and-play algorithms (IEEE TCI '21).
On plug-and-play regularization using linear denoisers (IEEE TIP '21).
Computational Linear Algebra. (current)
Advanced Convex Optimization. (current)
Math for Machine Learning. (current)
Convex Optimization and Applications. (past)
Matrix Analysis. (past)
Image Processing & Computer Vision. (past)