Nabarun Deb

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Bodhisattva SenColumbia University, New YorkVerifierad e-postadress på stat.columbia.edu
Sumit mukherjeeAssociate Professor of Statistics, Columbia UniversityVerifierad e-postadress på columbia.edu
Bhaswar B. BhattacharyaDepartment of Statistics and Data Science, University of PennsylvaniaVerifierad e-postadress på wharton.upenn.edu
Arnab AuddyAssistant Professor, The Ohio State UniversityVerifierad e-postadress på osu.edu
Sagnik NandyKruskal Instructor, University of ChicagoVerifierad e-postadress på uchicago.edu
Sujayam SahaUniversity of California, BerkeleyVerifierad e-postadress på berkeley.edu
Adityanand GuntuboyinaAssociate Professor, Department of Statistics, University of California, BerkeleyVerifierad e-postadress på stat.berkeley.edu
Zhen HuangColumbia UniversityVerifierad e-postadress på columbia.edu
Ming YuanColumbia UniversityVerifierad e-postadress på columbia.edu
Geoffrey SchiebingerUniversity of British ColumbiaVerifierad e-postadress på math.ubc.ca
Young-Heon KimMathematics, University of British ColumbiaVerifierad e-postadress på math.ubc.ca
Soumik PalUniversity of Washington SeattleVerifierad e-postadress på uw.edu
Sohom BhattacharyaAssistant Professor, Department of Statistics, University of FloridaVerifierad e-postadress på ufl.edu
Rajarshi MukherjeeHarvard T.H. Chan School of Public HealthVerifierad e-postadress på mail.harvard.edu
Debarghya MukherjeeAssistant Professor, Boston UniversityVerifierad e-postadress på umich.edu
Aditya GhoshPh.D. Student, Department of Statistics, Stanford UniversityVerifierad e-postadress på stanford.edu
Bikram KarmakarDepartment of Statistics, University of FloridaVerifierad e-postadress på ufl.edu
Barman PoulamiVerily (GoogleX) Life sciences
Promit GhosalAssistant Professor, University of Chicago

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Nabarun Deb

University of Chicago Booth School of Business

Verifierad e-postadress på chicagobooth.edu - Startsida

Nonparametric statistics Kernel machines nearest neighbor graphs Network models Optimal


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
Multivariate rank-based distribution-free nonparametric testing using measure transportation N Deb, B Sen Journal of the American Statistical Association 118 (541), 192-207, 2023	170	2023
Rates of estimation of optimal transport maps using plug-in estimators via barycentric projections N Deb, P Ghosal, B Sen Advances in Neural Information Processing Systems 34, 29736-29753, 2021	91	2021
Kernel Partial Correlation Coefficient---a Measure of Conditional Dependence Z Huang, N Deb, B Sen Journal of Machine Learning Research 23 (216), 1-58, 2022	59	2022
Measuring Association on Topological Spaces Using Kernels and Geometric Graphs N Deb, P Ghosal, B Sen arXiv preprint arXiv:2010.01768, 2020	59	2020
Pitman efficiency lower bounds for multivariate distribution-free tests based on optimal transport N Deb, BB Bhattacharya, B Sen arXiv preprint arXiv:2104.01986, 2021	42*	2021
Exact detection thresholds and minimax optimality of Chatterjee’s correlation coefficient A Auddy, N Deb, S Nandy Bernoulli 30 (2), 1640-1668, 2024	37	2024
Fluctuations in mean-field Ising models N Deb, S Mukherjee The Annals of Applied Probability 33 (3), 1961-2003, 2023	28	2023
Two-component mixture model in the presence of covariates N Deb, S Saha, A Guntuboyina, B Sen Journal of the American Statistical Association 117 (540), 1820-1834, 2022	17	2022
Wasserstein mirror gradient flow as the limit of the sinkhorn algorithm N Deb, YH Kim, S Pal, G Schiebinger arXiv preprint arXiv:2307.16421, 2023	13	2023
Detecting structured signals in Ising models N Deb, R Mukherjee, S Mukherjee, M Yuan The Annals of Applied Probability 34 (1A), 1-45, 2024	11*	2024
LDP for inhomogeneous U-statistics S Bhattacharya, N Deb, S Mukherjee The Annals of Applied Probability 34 (6), 5769-5808, 2024	2	2024
Trade-off Between Dependence and Complexity for Nonparametric Learning--an Empirical Process Approach N Deb, D Mukherjee arXiv preprint arXiv:2401.08978, 2024	2	2024
Gibbs measures with multilinear forms S Bhattacharya, N Deb, S Mukherjee arXiv preprint arXiv:2307.14600, 2023	2	2023
Distribution-free Measures of Association based on Optimal Transport N Deb, P Ghosal, B Sen arXiv preprint arXiv:2411.13080, 2024		2024
Blessing of Dependence and Distribution-Freeness in Statistical Hypothesis Testing N Deb Columbia University, 2022		2022
Efficiency and Robustness of Rosenbaum's Regression (Un)-Adjusted Rank-based Estimator in Randomized Experiments A Ghosh, N Deb, B Karmakar, B Sen arXiv preprint arXiv:2111.15524, 2021		2021
Mathematical framework to model Covid-19 daily deaths P Barman, N Deb, S Mukherjee medRxiv, 2020.05. 18.20106104, 2020		2020

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