Satyaki Mazumder
Assistant Professor
Dept: Mathematics and Statistics (DMS)
E-mail: satyaki [at] iiserkol.ac.in
Personal homepage: Click Here
Research Interest:
Bayesian Modelling, data analysis, outlier detection
Academic Background:
- PhD (Statistics), University of Texas at Dallas, 2010
Positions:
- Assistant Professor, IISER Kolkata (current)
- Visiting Scientist, ISI, Calcutta (2010 - 2010)
Selected Publications:
- Chatterjee, Avishek; Mazumder, Satyaki and Das, Koel. 2022."Functional classwise principal component analysis: a classification framework for functional data analysis." Data Min Knowl Disc, 37, 552–594
- Saha Roy, Tiasha; Mazumder, Satyaki and Das, Koel. 2021."Wisdom of crowds benefits perceptual decision making across difficulty levels." Scientific Reports, 11, 538
- Saha Roy, Tiasha; Giri, Bapun; Saha Chowdhury, Arpita; Mazumder, Satyaki and Das, Koel. 2020."How Our Perception and Confidence Are Altered Using Decision Cues." Frontiers in Neuroscience, 13, 1371
- Banerjee, Buddhananda and Mazumder, Satyaki. 2018."A more powerful test identifying the change in mean of functional data." Annals of the Institute of Statistical Mathematics, 70, 691-715
- Mazumder, Satyaki and Bhattacharya, Sourabh. 2017."Nonparametric dynamic state space modeling of observed circular time series with circular latent states: A Bayesian perspective." Journal of Statistical Theory and Practice, 11, 693-718
All Publications: Click Here