Ministry of Education
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Prof Anil Kumar Ghosh

vidwan id: 61038
Male

Professor, Theoretical Statistics and Mathematics Unit (TSMU-Kolkata)
Indian Statistical Institute, Kolkata

Google Scholar Icon 57198664626

Expertise

  • Statistics and Probability

Publications

Total Articles 24
Books 0
Proceedings 0

Publications

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Scopus

Citations 312
h-index 10

CrossRef

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Citations 219
h-index 7
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Bio

Nonparametric and Robust Statistics, Statistical Pattern Recognition, Statistical Computing, Machine Learning, Multi-scale smoothing

Personal Details

  • Male
  • Professor , Indian Statistical Institute, Kolkata
  • 203, Barrackpore Trunk Road
Ph.D
Indian Statistical Institute, Kolkata 24
Professor May 2008 – Present
Indian Statistical Institute, Kolkata | Theoretical Statistics and Mathematics Unit (TSMU-Kolkata)

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Co-Authors (18)

Attreyee

Dr Attreyee Ghosh

Indian Institute of Science Bangalore

Alok

Prof Alok Goswami

Indian Statistical Institute, Kolkata

Amitabha

Prof Amitabha Mukhopadhyay

Indian Institute of Technology Delhi

Amit

Dr Amit Ghosh

Indian Institute of Technology Kharagpur

Amol Shreerang

Prof Amol Shreerang Dighe

Tata Institute of Fundamental Research, Mumbai

Angshuman

Dr Angshuman Roy

Indian Institute of Technology, Tirupati

Subhajit

Dr Subhajit Dutta

Indian Institute of Technology Kanpur

Indumathi

Prof Indumathi D

The Institute of Mathematical Sciences (IMSc), Chennai

Jitamanyu

Dr Jitamanyu Chakrabarty

National Institute of Technology Durgapur

Mahitosh

Prof Mahitosh Mandal

Indian Institute of Technology Kharagpur

Minerva

Dr Minerva Mukhopadhyay

Indian Institute of Technology Kanpur

Partha Sarathi

Dr Partha Sarathi Mandal

National Institute of Technology Patna

Probal

Prof Probal Chaudhuri

Indian Statistical Institute, Kolkata

Partha Sarathi

Prof Partha Sarathi Mandal

Indian Institute of Technology Guwahati

Soham

Dr Soham Sarkar

Indian Statistical Institute, Kolkata

Sudipta

Dr Sudipta Saha

Sister Nivedita University, Kolkata

Urjit A.

Dr Urjit A. Yajnik

Indian Institute of Technology Gandhinagar

Urjit

Prof Urjit Yajnik

Indian Institute of Technology Bombay

Scholarly Work

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Scholarly Publications

On Generalizations of Some Distance Based Classifiers for HDLSS Data

Open Access
Article
Year: 2022. Volume: 23 .
Authors: Roy S.;Sarkar S.;Dutta S.;Ghosh A.K.
4

Tests of mutual independence among several random vectors using univariate and multivariate ranks of nearest neighbours

Open Access
Article
Journal of Statistical Computation and Simulation. Year: 2021. Volume: 91 , Issue: 9 , Pages: 1890-1906 .
Authors: Roy A.;Das K.;Sarkar S.;Ghosh A.K.
DOI 10.1080/00949655.2021.1876060
1

On some graph-based two-sample tests for high dimension, low sample size data

Open Access
Article
Machine Learning. Year: 2020. Volume: 109 , Issue: 2 , Pages: 279-306 .
Authors: Sarkar S.;Biswas R.;Ghosh A.K.
DOI 10.1007/s10994-019-05857-4
4 8

Some tests of independence based on maximum mean discrepancy and ranks of nearest neighbors

Open Access
Article
Year: 2020. Volume: 164 .
Authors: Roy A.;Ghosh A.K.
DOI 10.1016/j.spl.2020.108793
3 3

On some consistent tests of mutual independence among several random vectors of arbitrary dimensions

Open Access
Article
Statistics and Computing. Year: 2020. Volume: 30 , Issue: 6 , Pages: 1707-1723 .
Authors: Roy A.;Sarkar S.;Ghosh A.K.;Goswami A.
DOI 10.1007/s11222-020-09967-1
1 3

On some exact distribution-free tests of independence between two random vectors of arbitrary dimensions

Open Access
Article
Journal of Statistical Planning and Inference. Year: 2016. Volume: 175 , Pages: 78-86 .
Authors: Biswas M.;Sarkar S.;Ghosh A.K.
DOI 10.1016/j.jspi.2016.02.007
12 13

Multi-scale classification using localized spatial depth

Open Access
Article
Year: 2016. Volume: 17 , Pages: 1-30 .
Authors: Dutta S.;Sarkar S.;Ghosh A.K.
10

On some transformations of high dimension, low sample size data for nearest neighbor classification

Open Access
Article
Machine Learning. Year: 2016. Volume: 102 , Issue: 1 , Pages: 57-83 .
Authors: Dutta S.;Ghosh A.K.
DOI 10.1007/s10994-015-5495-y
14 21