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Nabarun Deb
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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
1202023
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
532021
Measuring Association on Topological Spaces Using Kernels and Geometric Graphs
N Deb, P Ghosal, B Sen
arXiv preprint arXiv:2010.01768, 2020
402020
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
362022
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
32*2021
Fluctuations in mean-field Ising models
N Deb, S Mukherjee
The Annals of Applied Probability 33 (3), 1961-2003, 2023
262023
Exact detection thresholds and minimax optimality of Chatterjee’s correlation coefficient
A Auddy, N Deb, S Nandy
Bernoulli 30 (2), 1640-1668, 2024
23*2024
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
132022
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
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
62023
LDP for inhomogeneous U-Statistics
S Bhattacharya, N Deb, S Mukherjee
arXiv preprint arXiv:2212.03944, 2022
12022
Efficiency of Regression (Un)-Adjusted Rosenbaum's Rank-based Estimator in Randomized Experiments
A Ghosh, N Deb, B Karmakar, B Sen
arXiv preprint arXiv:2111.15524, 2021
12021
Trade-off Between Dependence and Complexity for Nonparametric Learning--an Empirical Process Approach
N Deb, D Mukherjee
arXiv preprint arXiv:2401.08978, 2024
2024
Gibbs Measures with Multilinear Forms
S Bhattacharya, N Deb, S Mukherjee
arXiv preprint arXiv:2307.14600, 2023
2023
Blessing of Dependence and Distribution-Freeness in Statistical Hypothesis Testing
N Deb
Columbia University, 2022
2022
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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Articles 1–16