Bayesian Modelling, data analysis, outlier detection
Academic Background
PhD (Statistics), University of Texas at Dallas, 2010
Positions
Associate Professor, IISER Kolkata (current)
Assistant Professor, IISER Kolkata
Visiting Scientist, ISI, Calcutta (2010 - 2010)
Awards and Honors
Awards and Honors
Selected Publications
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:
Chatterjee, Avishek; Mazumder, Satyaki and Das, Koel. 2023."Reversing food preference through multisensory exposure." PLoS ONE, 18, e0288695
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
Jana, Siladitya and Mazumder, Satyaki. 2021."Resolving the confusion of the authorship attribution of a Bengali book." Annals of Library and Information Studies, 68, 406-410
BHATTACHERJEE, MADHURA; CHATTOPADHYAY, DEVAPRIYA; SOM, BIDISHA; SANKAR, AMMU S. and Mazumder, Satyaki. 2021."MOLLUSCAN LIVE-DEAD FIDELITY OF A STORM-DOMINATED SHALLOW-MARINE SETTING AND ITS IMPLICATIONS." PALAIOS, 36, 77-93
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
Mazumder, Satyaki. 2017."Single-step and multiple-step forecasting in one-dimensional single chirp signal using MCMC-based Bayesian analysis." Communications in Statistics - Simulation and Computation, 46, 2529-2547
Mazumder, Satyaki and Bhattacharya, Sourabh. 2016."Bayesian nonparametric dynamic state space modeling with circular latent states." Journal of Statistical Theory and Practice, 10, 154 - 178
Serfling, Robert and Mazumder, Satyaki. 2013."Computationally easy outlier detection via projection pursuit with finitely many directions." Journal of Nonparametric Statistics, 25, 447-461
Mazumder, Satyaki and Serfling, Robert. 2013."A robust sample spatial outlyingness function.." Journal of Statistical Planning and Inference, 143, 144-159
Serfling, Robert and Mazumder, Satyaki. 2009."Exponential probability inequality and convergence results for the median absolute deviation and its modifications." Statistics and Probability Letters , 79, 1767-1773
Mazumder, Satyaki and Serfling, Robert. 2009."Bahadur representations for the median absolute deviation and its modifications." Statistics and Probability Letters, 79, 1774-1783
Das, Subhajit; Mazumder, Satyaki and Das, Koel. 2023." Electrode Selection Based on FDA techniques for EEG Signal Classification", "2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology". IEEE,
Giri, B. K.; Sarkar, S.; Mazumder, S. and Das, K.. 2015." A computationally efficient order statistics based outlier detection technique for EEG signals", " 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society". IEEE,
