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Pillai, Natesh S
Journal title:American Men & Women of Science : A Biographical Directory of Today’s Leaders in Physical, Biological and Related Sciences: OCO-QIN, 2022, p.8962-8962
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Pillai, Natesh S
Journal title:American Men & Women of Science : A Biographical Directory of Today’s Leaders in Physical, Biological and Related Sciences: OGA-QYA, 2021, p.8932-8932
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ArticlesPeer ReviewedFull Text
Lack of confidence in approximate Bayesian computation model choice
Author / Creator:Robert, Christian P ; Cornuet, Jean-Marie ; Marin, Jean-Michel ; Pillai, Natesh S
Publisher:United States: National Academy of Sciences
Journal title:Proceedings of the National Academy of Sciences - PNAS, 2011-09, Vol.108 (37), p.15112-15117
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ArticlesPeer ReviewedFull Text
REGULARITY OF LAWS AND ERGODICITY OF HYPOELLIPTIC SDES DRIVEN BY ROUGH PATHS
Author / Creator:Hairer, Martin ; Pillai, Natesh S.
Publisher:Hayward: Institute of Mathematical Statistics
Journal title:The Annals of probability, 2013-07, Vol.41 (4), p.2544-2598
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ArticlesPeer ReviewedFull Text
Relevant statistics for Bayesian model choice
Author / Creator:Marin, Jean‐Michel ; Pillai, Natesh S ; Robert, Christian P ; Rousseau, Judith
Publisher:Oxford: Blackwell Publishers
Journal title:Journal of the Royal Statistical Society. Series B, Statistical methodology, 2014-11, Vol.76 (5), p.833-859
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ArticlesPeer ReviewedFull Text
ON THE MIXING TIME OF KAC’S WALK AND OTHER HIGH-DIMENSIONAL GIBBS SAMPLERS WITH CONSTRAINTS
Author / Creator:Pillai, Natesh S. ; Smith, Aaron
Publisher:Hayward: Institute of Mathematical Statistics
Journal title:The Annals of probability, 2018-07, Vol.46 (4), p.2345-2399
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ArticlesPeer ReviewedFull Text
DIFFUSION LIMITS OF THE RANDOM WALK METROPOLIS ALGORITHM IN HIGH DIMENSIONS
Author / Creator:Mattingly, Jonathan C. ; Pillai, Natesh S. ; Stuart, Andrew M.
Publisher:Hayward: Institute of Mathematical Statistics
Journal title:The Annals of applied probability, 2012-06, Vol.22 (3), p.881-930
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ArticlesPeer ReviewedFull Text
Dirichlet–Laplace Priors for Optimal Shrinkage
Author / Creator:Bhattacharya, Anirban ; Pati, Debdeep ; Pillai, Natesh S. ; Dunson, David B.
Publisher:United States: Taylor & Francis
Journal title:Journal of the American Statistical Association, 2015-12, Vol.110 (512), p.1479-1490
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ArticlesPeer ReviewedFull Text
UNIVERSALITY OF COVARIANCE MATRICES
Author / Creator:Pillai, Natesh S. ; Yin, Jun
Publisher:Hayward: Institute of Mathematical Statistics
Journal title:The Annals of applied probability, 2014-06, Vol.24 (3), p.935-1001
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ArticlesPeer ReviewedFull Text
DESIGNS FOR ESTIMATING THE TREATMENT EFFECT IN NETWORKS WITH INTERFERENCE
Author / Creator:Jagadeesan, Ravi ; Pillai, Natesh S. ; Volfovsky, Alexander
Publisher:Hayward: Institute of Mathematical Statistics
Journal title:The Annals of statistics, 2020-04, Vol.48 (2), p.679-712
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ArticlesPeer ReviewedFull Text
Accelerating Asymptotically Exact MCMC for Computationally Intensive Models via Local Approximations
Author / Creator:Conrad, Patrick R. ; Marzouk, Youssef M. ; Pillai, Natesh S. ; Smith, Aaron
Publisher:Alexandria: Taylor & Francis
Journal title:Journal of the American Statistical Association, 2016-12, Vol.111 (516), p.1591-1607
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ArticlesPeer ReviewedFull Text
AN UNEXPECTED ENCOUNTER WITH CAUCHY AND LÉVY
Author / Creator:Pillai, Natesh S. ; Meng, Xiao-Li
Publisher:Hayward: Institute of Mathematical Statistics
Journal title:The Annals of statistics, 2016-10, Vol.44 (5), p.2089-2097
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ArticlesPeer ReviewedFull Text
HYPOTHESIS TESTING FOR HIGH-DIMENSIONAL SPARSE BINARY REGRESSION
Author / Creator:Mukherjee, Rajarshi ; Pillai, Natesh S. ; Lin, Xihong
Publisher:United States: Institute of Mathematical Statistics
Journal title:The Annals of statistics, 2015-02, Vol.43 (1), p.352-381
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ArticlesPeer ReviewedFull Text
POSTERIOR CONTRACTION IN SPARSE BAYESIAN FACTOR MODELS FOR MASSIVE COVARIANCE MATRICES
Author / Creator:Pati, Debdeep ; Bhattacharya, Anirban ; Pillai, Natesh S. ; Dunson, David
Publisher:Hayward: Institute of Mathematical Statistics
Journal title:The Annals of statistics, 2014-06, Vol.42 (3), p.1102-1130
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ArticlesPeer ReviewedFull Text
EDGE UNIVERSALITY OF CORRELATION MATRICES
Author / Creator:Pillai, Natesh S. ; Yin, Jun
Publisher:Hayward: Institute of Mathematical Statistics
Journal title:The Annals of statistics, 2012-06, Vol.40 (3), p.1737-1763
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ArticlesPeer ReviewedFull Text
MIXING TIMES FOR A CONSTRAINED ISING PROCESS ON THE TORUS AT LOW DENSITY
Author / Creator:Pillai, Natesh S. ; Smith, Aaron
Publisher:Hayward: Institute of Mathematical Statistics
Journal title:The Annals of probability, 2017-03, Vol.45 (2), p.1003-1070
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ArticlesPeer ReviewedFull Text
A function space HMC algorithm with second order Langevin diffusion limit
Author / Creator:OTTOBRE, MICHELA ; PILLAI, NATESH S. ; PINSKI, FRANK J. ; STUART, ANDREW M.
Publisher:International Statistical Institute and Bernoulli Society for Mathematical Statistics and Probability
Journal title:Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability, 2016-02, Vol.22 (1), p.60-106
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ArticlesPeer ReviewedFull Text
OPTIMAL SCALING AND DIFFUSION LIMITS FOR THE LANGEVIN ALGORITHM IN HIGH DIMENSIONS
Author / Creator:Pillai, Natesh S. ; Stuart, Andrew M. ; Thiéry, Alexandre H.
Publisher:Hayward: Institute of Mathematical Statistics
Journal title:The Annals of applied probability, 2012-12, Vol.22 (6), p.2320-2356
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ArticlesPeer ReviewedFull Text
Model Comparison and Assessment for Single Particle Tracking in Biological Fluids
Author / Creator:Lysy, Martin ; Pillai, Natesh S. ; Hill, David B. ; Forest, M. Gregory ; Mellnik, John W. R. ; Vasquez, Paula A. ; McKinley, Scott A.
Publisher:Alexandria: Taylor & Francis
Journal title:Journal of the American Statistical Association, 2016-12, Vol.111 (516), p.1413-1426
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ArticlesPeer ReviewedFull Text
On a Class of Shrinkage Priors for Covariance Matrix Estimation
Author / Creator:Wang, Hao ; Pillai, Natesh S.
Publisher:Alexandria: Taylor & Francis Group
Journal title:Journal of computational and graphical statistics, 2013-09, Vol.22 (3), p.689-707
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Pillai, Natesh S

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Pillai, Natesh S

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Lack of confidence in approximate Bayesian computation model choice

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REGULARITY OF LAWS AND ERGODICITY OF HYPOELLIPTIC SDES DRIVEN BY ROUGH PATHS

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Relevant statistics for Bayesian model choice

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ON THE MIXING TIME OF KAC’S WALK AND OTHER HIGH-DIMENSIONAL GIBBS SAMPLERS WITH CONSTRAINTS

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DIFFUSION LIMITS OF THE RANDOM WALK METROPOLIS ALGORITHM IN HIGH DIMENSIONS

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Dirichlet–Laplace Priors for Optimal Shrinkage

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UNIVERSALITY OF COVARIANCE MATRICES

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DESIGNS FOR ESTIMATING THE TREATMENT EFFECT IN NETWORKS WITH INTERFERENCE

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Accelerating Asymptotically Exact MCMC for Computationally Intensive Models via Local Approximations

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AN UNEXPECTED ENCOUNTER WITH CAUCHY AND LÉVY

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HYPOTHESIS TESTING FOR HIGH-DIMENSIONAL SPARSE BINARY REGRESSION

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POSTERIOR CONTRACTION IN SPARSE BAYESIAN FACTOR MODELS FOR MASSIVE COVARIANCE MATRICES

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EDGE UNIVERSALITY OF CORRELATION MATRICES

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MIXING TIMES FOR A CONSTRAINED ISING PROCESS ON THE TORUS AT LOW DENSITY

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A function space HMC algorithm with second order Langevin diffusion limit

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OPTIMAL SCALING AND DIFFUSION LIMITS FOR THE LANGEVIN ALGORITHM IN HIGH DIMENSIONS

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Model Comparison and Assessment for Single Particle Tracking in Biological Fluids

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On a Class of Shrinkage Priors for Covariance Matrix Estimation

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