Anil K. Ghosh

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Subhajit DuttaIIT KanpurVerified email at iitk.ac.in
Soham SarkarAssistant Professor at Indian Statistical Institute, Delhi CentreVerified email at isid.ac.in
CA MurthyProfessor, Machine Intelligence Unit, Indian Statistical Institute, IndiaVerified email at isical.ac.in
Rachana ChattopadhyayAssociate Professor, IMI KolkataVerified email at imi-k.edu.in
Debasis SenguptaProfessor, Indian Statistical InstituteVerified email at isical.ac.in
Pronoy Kanti MondalMichigan State UniversityVerified email at msu.edu
Angshuman RoyAssistant Professor, IIT TirupatiVerified email at iittp.ac.in
Partha Sarathi MandalProfessor of Computer Science, Indian Institute of Technology Guwahati, India.Verified email at iitg.ac.in
Subhadeep (DEEP) MukhopadhyayAssistant Professor of StatisticsVerified email at unitedstatalgo.com
Fred GodtliebsenUniversity of TromsøVerified email at uit.no
Shyamal Krishna DeAssistant Professor, Indian Statistical Institute KolkataVerified email at isical.ac.in
Ansuman BanerjeeProfessor, Indian Statistical InstituteVerified email at isical.ac.in
Saikat DuttaCornell UniversityVerified email at cornell.edu
Kushal K DeyAssistant Professor/Member, Josie Robertson Investigator, Memorial Sloan Kettering Cancer CenterVerified email at mskcc.org
Bikram KarmakarDepartment of Statistics, University of FloridaVerified email at ufl.edu
Kumaresh DharaUniversity of FloridaVerified email at ufl.edu
Probal ChaudhuriIndian Statistical Institute

Anil K. Ghosh

Indian Statistical Institute, Kolkata

Verified email at isical.ac.in - Homepage

Robust & nonparametric statistics Statistical learning Inference for high


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On maximum depth and related classifiers AK Ghosh, P Chaudhuri Scandinavian Journal of Statistics 32 (2), 327-350, 2005	170	2005
On optimum choice of k in nearest neighbor classification AK Ghosh Computational Statistics & Data Analysis 50 (11), 3113-3123, 2006	157	2006
A nonparametric two-sample test applicable to high dimensional data M Biswas, AK Ghosh Journal of Multivariate Analysis 123, 160-171, 2014	115	2014
A distribution-free two-sample run test applicable to high-dimensional data M Biswas, M Mukhopadhyay, AK Ghosh Biometrika 101 (4), 913-926, 2014	84	2014
Some intriguing properties of Tukey’s half-space depth S Dutta, AK Ghosh, P Chaudhuri Bernoulli 17 (4), 1420-1434, 2011	84	2011
Classification Using Kernel Density Estimates: Multi-scale Analysis and Visualization AK Ghosh, P Chaudhuri, D Sengupta Technometrics 48 (1), 120-132, 2006	74	2006
On visualization and aggregation of nearest neighbor classifiers AK Ghosh, P Chaudhuri, CA Murthy IEEE Transactions on Pattern Analysis and Machine Intelligence 27 (10), 1592 …, 2005	72	2005
On data depth and distribution-free discriminant analysis using separating surfaces AK Ghosh, P Chaudhuri Bernoulli 11 (1), 1-27, 2005	69	2005
On robust classification using projection depth S Dutta, AK Ghosh Annals of the Institute of Statistical Mathematics 64, 657-676, 2012	63	2012
Performance appraisal based on a forced distribution system: its drawbacks and remedies R Chattopadhayay, AK Ghosh International journal of Productivity and performance Management 61 (8), 881-896, 2012	58	2012
Entrepreneurial Intention Model-Based Quantitative Approach to Estimate Entrepreneurial Success R Chattopadhyay, AK Ghosh Journal of Small Business & Entrepreneurship 21 (1), 1-21, 2008	49	2008
On perfect clustering of high dimension, low sample size data. S Sarkar, AK Ghosh IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (9), 2257-2272, 2020	46	2020
On nearest neighbor classification using adaptive choice of k AK Ghosh Journal of Computational and Graphical Statistics 16 (2), 482-502, 2007	41	2007
Classification based on hybridization of parametric and nonparametric classifiers P Chaudhuri, AK Ghosh, H Oja IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (7), 1153-1164, 2009	38	2009
On high dimensional two-sample tests based on nearest neighbors PK Mondal, M Biswas, AK Ghosh Journal of Multivariate Analysis 141, 168-178, 2015	37	2015
Distribution-free high-dimensional two-sample tests based on discriminating hyperplanes AK Ghosh, M Biswas TEST 25 (3), 525-547, 2016	33	2016
Optimal smoothing in kernel discriminant analysis AK Ghosh, P Chaudhuri Statistica Sinica 14 (2), 457-483, 2004	33	2004
Multiscale classification using nearest neighbor density estimates AK Ghosh, P Chaudhuri, CA Murthy IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 36 …, 2006	32	2006
Multiscale Classification using Localized Spatial Depth S Dutta, S Sarkar, AK Ghosh Journal of Machine Learning Research, 2016	29*	2016
High dimensional nearest neighbor classification based on mean absolute differences of inter-point distances AK Pal, PK Mondal, AK Ghosh Pattern Recognition Letters 74, 1-8, 2016	26	2016

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