"Beauty is in the ideal of perfect harmony which is in the universal being; truth the perfect comprehension of the universal mind. We, individuals approach it through our own mistakes and blunders, through our accumulated experience, through our illumined consciousness - how, otherwise, can we know truth?"
— Rabindranath Tagore
Dr. Swagatam Das
Professor-in-Charge (2024 - 26), Computer and Communication Sciences Division, Indian Statistical Institute, Kolkata, India
and
Professor, Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, India.
Google Scholar Link: https://scholar.google.co.in/citations?user=L8XYpAwAAAAJ&hl=en
DBLP: https://dblp.org/pers/hd/d/Das:Swagatam
Web of Science ResearcherID: AAG-6753-2019
ORCID: 0000-0001-6843-4508
Research Interests !!
Agentic AI, Large Language Models, Graph Machine Learning, Statistical Theory of Deep Learning, Class-Imbalanced Learning, Evolutionary Computing.
Brief Bio:
Swagatam Das earned his B.E. in Electronics and Telecommunications Engineering, M.E. with a specialization in Control Engineering, and Ph.D.(Engineering) degrees from Jadavpur University, India, in the years 2003, 2005, and 2009, respectively. He is currently a professor at the Electronics and Communication Sciences Unit (ECSU) of the Indian Statistical Institute, Kolkata, India. He is also serving as the Professor-in-Charge of the Computer and Communication Sciences Division (CCSD) of his Institute for the term 2024 - 26. He previously held the position of Professor and Deputy Director at the Institute for Advancing Intelligence (IAI), TCG CREST, Kolkata, India, from April 01, 2023, to March 31, 2024. His research interests encompass deep learning and non-convex optimization, and he has published over 400 research articles in peer-reviewed journals and international conferences. Dr. Das is the founding Co-Editor-in-Chief of Swarm and Evolutionary Computation, an international journal by Elsevier. He has served or is currently serving as an Associate Editor for several prominent journals, including the IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Cybernetics, IEEE Transactions on Evolutionary Computation, Pattern Recognition (Elsevier), Neurocomputing (Elsevier), Information Sciences (Elsevier), IEEE Trans. on Systems, Man, and Cybernetics: Systems, among others. He is a member of the editorial board of Information Fusion (Elsevier), Progress in Artificial Intelligence (Springer), Applied Soft Computing (Elsevier), Engineering Applications of Artificial Intelligence (Elsevier), and so on. Dr. Das has received over 38,000 Google Scholar citations and an H-index of 92 to date. He has actively participated in the program committees and organizing committees of renowned international conferences such as NeurIPS, AAAI, AISTATS, ACM Multimedia, BMVC, IEEE CEC, GECCO, and more. He currently serves as an ACM Distinguished Speaker. He received the 2012 Young Engineer Award from the Indian National Academy of Engineering (INAE) and the 2015 Thomson Reuters Research Excellence India Citation Award for being the highest-cited researcher in Engineering and Computer Science in India between 2010 and 2014.
News!!
Find our Machine Learning Research Group at: https://mlrgisi.github.io/.
Mr. Faizanuddin Ansari & Mr Anish Chakrabarty has sucessfully defended his PhD thesis.
Our paper `On Relation-Aware Slicing in Cross-Domain Alignment' has been accepted in AISTATS 2026.
Our Paper `Convex Clustering Redefined: Robust Learning With the Median of Means Estimator' has been accepted in AAAI 2026.
Dr. Swagatam Das presented the joint work to IJCAI.
New! A recent talk on "Evaluating the Swarm and Evolutionary Algorithms for Continuous Optimization – A (Non-parametric) Statistical Perspective" can be found here.
Do Visit!!!
Contact!!
Email: swagatam.das(AT)isical.ac.in, swagatamdas19(AT)yahoo.co.in
Institutional URL: http://web.isical.ac.in/~swagatam.das/