Dr. Satyaki Mazumder

Academic Background

  1. PhD (Statistics), University of Texas at Dallas, 2010

Positions

  1. Assistant Professor, IISER Kolkata (current)
  2. Visiting Scientist, ISI, Calcutta (2010 - 2010)

Bayesian Modelling, data analysis, outlier detection

  1. 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
  2. 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
  3. 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
  4. Das, Subhajit and Mazumder, Satyaki and Das, Koel, "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, 23--24.
  5. Chatterjee, Avishek; Mazumder, Satyaki and Das, Koel. 2023."Reversing food preference through multisensory exposure." PLoS ONE, 18, e0288695
  6. Saha Roy, Tiasha; Mazumder, Satyaki and Das, Koel. 2021."Wisdom of crowds benefits perceptual decision making across difficulty levels." Scientific Reports, 11, 538
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. Serfling, Robert and Mazumder, Satyaki 2013."Computationally easy outlier detection via projection pursuit with finitely many directions." Journal of Nonparametric Statistics, 25, 447-461
  13. Mazumder, Satyaki and Serfling, Robert. 2013."A robust sample spatial outlyingness function.." Journal of Statistical Planning and Inference, 143, 144-159
  14. Serfling, Robert and Mazumder, Satyaki and Serfling, Robert. 2009."Bahadur representations for the median absolute deviation and its modifications." Statistics and Probability Letters, 79, 1774-1783
  15. Giri, B. K.; Sarkar, S.; Mazumder, Satyaki 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,

Post-Doc

Ph.D

Project Students

Dr. Satyaki Mazumder
Department Department-of-Mathematics-Statistics, AAC Building,
Room No. 319,
Indian Institute of Science Education and Research Kolkata
Mohanpur 741246 West Bengal, India
E-mail : satyaki@iiserkol.ac.in