Soham Sarkar

Employment

• Indian Statistical Institute Assistant Professor
  2024 - Present
• Indian Statistical Institute Delhi Centre Assistant Professor
  2022 - 2024
• EPFL - École Polytechnique Fédérale de Lausanne
  2019 - 2022
• Indian Statistical Institute Research Associate (Project Linked Person)
  2018 - 2019

Education

• Indian Statistical Institute Ph. D.
  2014 - 2018
• University of Calcutta M. Sc.
  2012 - 2014

Projects & Funding

Projects & funding information is unavailable.

Publications (17)

• Nearest Neighbour Classification Based on Imbalanced Data: A Statistical Approach
  Stat 2025 DOI: 10.1002/sta4.70110
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• On Exact Feature Screening in Ultrahigh-Dimensional Binary Classification
  Journal of Computational and Graphical Statistics 2024 DOI: 10.1080/10618600.2023.2270656
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• CovNet: Covariance networks for functional data on multidimensional domains
  Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022 DOI: 10.1111/rssb.12551
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• Separable expansions for covariance estimation via the partial inner product
  Biometrika 2022 DOI: 10.1093/biomet/asac035
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• NEAREST NEIGHBOR CLASSIFICATION BASED on IMBALANCED DATA: A STATISTICAL APPROACH
  arXiv 2022 DOI: 10.48550/arXiv.2206.10866
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• On Exact Feature Screening in Ultrahigh-dimensional Binary Classification
  arXiv 2022
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• On Generalizations of Some Distance Based Classifiers for HDLSS Data
  Journal of Machine Learning Research 2022
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• CovNet: Covariance networks for functional data on multidimensional domains
  arXiv 2021
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• Tests of mutual independence among several random vectors using univariate and multivariate ranks of nearest neighbours
  Journal of Statistical Computation and Simulation 2021 DOI: 10.1080/00949655.2021.1876060
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• On some consistent tests of mutual independence among several random vectors of arbitrary dimensions
  Statistics and Computing 2020 DOI: 10.1007/s11222-020-09967-1
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