معرفی
Sandipan Roy is a Senior Lecturer in the Department of Mathematical Sciences at the University of Bath, affiliated with the Centre for Mathematics and Algorithms for Data (MAD) and the EPSRC Centre for Doctoral Training in Statistical Applied Mathematics (SAMBa). His research focuses on statistics, machine learning, and optimization methods, particularly in modeling complex network structures in high-dimensional data with applications in biomedical and social sciences.
Education: PhD in Statistics from the University of Michigan (2015), MSc in Statistics from the Indian Statistical Institute, Kolkata (2010), and BSc in Statistics from the University of Calcutta (2008).
Research Interests: High-dimensional inference, network modeling, unsupervised learning, distributed optimization, and applications in healthcare and genomics. Recent work includes developing methodologies for analyzing genomic data and predicting clinical outcomes in elderly populations using machine learning.
Projects: Includes AI-driven disease cluster identification in immune-mediated inflammatory conditions, fuzzy cognitive mapping of brain networks, and high-dimensional network change-point estimation funded by NIHR, EPSRC, and the London Mathematical Society.
Scientific Awards: Honorary Lecturer in Statistics (2023).
Advising & Grants: Leads and collaborates on projects involving machine learning in healthcare and network analysis, with notable grants from the National Institute for Health Research and the London Mathematical Society. Supervises doctoral students through the SAMBa CDT program.
Labs & Teams: Active member of the MAD Centre and SAMBa, contributing to interdisciplinary research in statistical applied mathematics and data science.
