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Author ID: pillai.natesh-s Recent zbMATH articles by "Pillai, Natesh S."
Published as: Pillai, Natesh S.; Pillai, Natesh; Pillai, N. S.
External Links: MGP
all top 5

Co-Authors

2 single-authored
7 Stuart, Andrew M.
6 Dunson, David Brian
5 Pati, Debdeep
5 Thiéry, Alexandre H.
4 Bhattacharya, Anirban
3 Beskos, Alexandros
3 Mukherjee, Sayan
3 Roberts, Gareth O.
2 Bornn, Luke
2 Davis, Andrew D.
2 Gelman, Andrew
2 Hairer, Martin
2 Jain, Vishesh
2 Mangoubi, Oren
2 Marin, Jean-Michel
2 Marzouk, Youssef M.
2 Mattingly, Jonathan Christopher
2 Mcgoff, Kevin
2 Meng, Xiaoli
2 Ottobre, Michela
2 Robert, Christian P.
2 Rubin, Donald Bruce
2 Sanz-Serna, Jesús María
2 Wolpert, Robert L.
2 Yin, Jun
1 Adams, Ryan Prescott
1 Anaya-Izquierdo, Karim Alejandro
1 Archambeau, Cédric
1 Balasubramanian, Krishnakumar
1 Barthelmé, Simon
1 Beffy, Magali
1 Berbeco, Ross
1 Bhadra, Anindya
1 Bojinov, Iavor I.
1 Bouchard, Guillaume
1 Boys, Richard J.
1 Calderhead, Ben
1 Campbell, David A.
1 Cervone, Daniel
1 Chan, Duo
1 Chaudhuri, Rohit
1 Chen, Yanjiun
1 Chin, Siu A.
1 Chopin, Nicolas
1 Christie, Mike
1 Conrad, Patrick R.
1 Coolen, Anthony C. C.
1 Cornebise, Julien
1 Cox, David Roxbee
1 Critchley, Frank
1 Dai, Chenguang
1 Dasgupta, Tirthankar
1 Doucet, Arnaud
1 Draper, David
1 Dryden, Ian L.
1 Eguchi, Shinto
1 Fearnhead, Paul
1 Filippone, Maurizio
1 Forastiere, Laura
1 Friel, Nial
1 Ghosal, Promit
1 Girolami, Mark A.
1 Golightly, Andrew
1 Griffin, Jim E.
1 Gripton, Adam
1 Guerrera, Thiago
1 Guillas, Serge
1 Gutenkunst, Ryan
1 Haario, Heikki
1 Higham, Desmond J.
1 Holmes, Christopher C.
1 Honkela, Antti
1 Husmeier, Dirk
1 Huybers, Peter
1 Ikeda, Shiro
1 Jacob, Pierre E.
1 Jagadeesan, Ravi
1 Jasra, Ajay
1 Johansen, Adam M.
1 Johndrow, James E.
1 Jupp, Peter E.
1 Kypraios, Theodore
1 Latuszynski, Krzysztof
1 Lee, Joseph J.
1 Lewis, John Henry
1 Li, Wenbo V.
1 Liang, Feng
1 Lin, Xihong
1 Liu, Tianle
1 Machta, Benjamin B.
1 Mansinghka, Vikash K.
1 Marriott, Paul
1 Mckinley, Scott A.
1 Mira, Antonietta
1 Miratrix, Luke
1 Mukherjee, Rajarshi
1 Murray, Iain
1 Nobel, Andrew B.
1 Opper, Manfred
1 Park, Juhyun
...and 36 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

37 Publications have been cited 748 times in 647 Documents Cited by Year
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
254
2011
Dirichlet-Laplace priors for optimal shrinkage. Zbl 1373.62368
Bhattacharya, Anirban; Pati, Debdeep; Pillai, Natesh S.; Dunson, David B.
116
2015
Optimal tuning of the hybrid Monte Carlo algorithm. Zbl 1287.60090
Beskos, Alexandros; Pillai, Natesh; Roberts, Gareth; Sanz-Serna, Jesus-Maria; Stuart, Andrew
68
2013
Bayesian density regression. Zbl 1120.62025
Dunson, David B.; Pillai, Natesh; Park, Ju-Hyun
63
2007
Universality of covariance matrices. Zbl 1296.15021
Pillai, Natesh S.; Yin, Jun
59
2014
Diffusion limits of the random walk Metropolis algorithm in high dimensions. Zbl 1254.60081
Mattingly, Jonathan C.; Pillai, Natesh S.; Stuart, Andrew M.
44
2012
Regularity of laws and ergodicity of hypoelliptic SDEs driven by rough paths. Zbl 1288.60068
Hairer, Martin; Pillai, Natesh S.
43
2013
Ergodicity of hypoelliptic SDEs driven by fractional Brownian motion. Zbl 1221.60083
Hairer, M.; Pillai, N. S.
40
2011
Posterior contraction in sparse Bayesian factor models for massive covariance matrices. Zbl 1305.62124
Pati, Debdeep; Bhattacharya, Anirban; Pillai, Natesh S.; Dunson, David
39
2014
Optimal scaling and diffusion limits for the Langevin algorithm in high dimensions. Zbl 1272.60053
Pillai, Natesh S.; Stuart, Andrew M.; Thiéry, Alexandre H.
36
2012
A function space HMC algorithm with second order Langevin diffusion limit. Zbl 1346.60119
Ottobre, Michela; Pillai, Natesh S.; Pinski, Frank J.; Stuart, Andrew M.
24
2016
Causal inference from \(2^K\) factorial designs by using potential outcomes. Zbl 1414.62337
Dasgupta, Tirthankar; Pillai, Natesh S.; Rubin, Donald B.
22
2015
Edge universality of correlation matrices. Zbl 1260.15051
Pillai, Natesh S.; Yin, Jun
19
2012
MCMC for imbalanced categorical data. Zbl 1428.62114
Johndrow, James E.; Smith, Aaron; Pillai, Natesh; Dunson, David B.
18
2019
Hypothesis testing for high-dimensional sparse binary regression. Zbl 1308.62094
Mukherjee, Rajarshi; Pillai, Natesh S.; Lin, Xihong
17
2015
Bayesian nonparametric weighted sampling inference. Zbl 1334.62024
Si, Yajuan; Pillai, Natesh S.; Gelman, Andrew
16
2015
Relevant statistics for Bayesian model choice. Zbl 1411.62072
Marin, Jean-Michel; Pillai, Natesh S.; Robert, Christian P.; Rousseau, Judith
15
2014
Parallel local approximation MCMC for expensive models. Zbl 1398.65017
Conrad, Patrick R.; Davis, Andrew D.; Marzouk, Youssef M.; Pillai, Natesh S.; Smith, Aaron
13
2018
Statistical inference for dynamical systems: a review. Zbl 1327.62458
McGoff, Kevin; Mukherjee, Sayan; Pillai, Natesh
11
2015
Characterizing the function space for Bayesian kernel models. Zbl 1222.62039
Pillai, Natesh S.; Wu, Qiang; Liang, Feng; Mukherjee, Sayan; Wolpert, Robert L.
11
2007
An unexpected encounter with Cauchy and Lévy. Zbl 1349.62036
Pillai, Natesh S.; Meng, Xiao-Li
9
2016
Mixing times for a constrained Ising process on the torus at low density. Zbl 1381.60105
Pillai, Natesh S.; Smith, Aaron
8
2017
Noisy gradient flow from a random walk in Hilbert space. Zbl 1308.60005
Pillai, Natesh S.; Stuart, Andrew M.; Thiéry, Alexandre H.
7
2014
The use of a single pseudo-sample in approximate Bayesian computation. Zbl 1505.62074
Bornn, Luke; Pillai, Natesh S.; Smith, Aaron; Woodard, Dawn
7
2017
Consistency of maximum likelihood estimation for some dynamical systems. Zbl 1319.37006
McGoff, Kevin; Mukherjee, Sayan; Nobel, Andrew; Pillai, Natesh
6
2015
Kac’s walk on \(n\)-sphere mixes in \(n\log n\) steps. Zbl 1364.60056
Pillai, Natesh S.; Smith, Aaron
6
2017
Sub-optimality of some continuous shrinkage priors. Zbl 1419.62050
Bhattacharya, Anirban; Dunson, David B.; Pati, Debdeep; Pillai, Natesh S.
5
2016
Mixing times for a constrained Ising process on the two-dimensional torus at low density. Zbl 1448.60156
Pillai, Natesh S.; Smith, Aaron
4
2019
Elementary bounds on mixing times for decomposable Markov chains. Zbl 1395.60082
Pillai, Natesh S.; Smith, Aaron
4
2017
Optimal scaling of the MALA algorithm with irreversible proposals for Gaussian targets. Zbl 1447.62094
Ottobre, Michela; Pillai, Natesh S.; Spiliopoulos, Konstantinos
3
2020
Designs for estimating the treatment effect in networks with interference. Zbl 1453.62611
Jagadeesan, Ravi; Pillai, Natesh S.; Volfovsky, Alexander
3
2020
A location-mixture autoregressive model for online forecasting of lung tumor motion. Zbl 1303.62058
Cervone, Daniel; Pillai, Natesh S.; Pati, Debdeep; Berbeco, Ross; Lewis, John Henry
3
2014
On the mixing time of Kac’s walk and other high-dimensional Gibbs samplers with constraints. Zbl 1430.60061
Pillai, Natesh S.; Smith, Aaron
3
2018
Diagnosing missing always at random in multivariate data. Zbl 1435.62187
Bojinov, Iavor I.; Pillai, Natesh S.; Rubin, Donald B.
2
2020
Geometric ergodicity of a bead-spring pair with stochastic Stokes forcing. Zbl 1252.82126
Mattingly, Jonathan C.; McKinley, Scott A.; Pillai, Natesh S.
2
2012
Rate-optimal refinement strategies for local approximation MCMC. Zbl 1495.62009
Davis, Andrew D.; Marzouk, Youssef; Smith, Aaron; Pillai, Natesh
1
2022
Fast and memory-optimal dimension reduction using Kac’s walk. Zbl 07609689
Jain, Vishesh; Pillai, Natesh S.; Sah, Ashwin; Sawhney, Mehtaab; Smith, Aaron
1
2022
Rate-optimal refinement strategies for local approximation MCMC. Zbl 1495.62009
Davis, Andrew D.; Marzouk, Youssef; Smith, Aaron; Pillai, Natesh
1
2022
Fast and memory-optimal dimension reduction using Kac’s walk. Zbl 07609689
Jain, Vishesh; Pillai, Natesh S.; Sah, Ashwin; Sawhney, Mehtaab; Smith, Aaron
1
2022
Optimal scaling of the MALA algorithm with irreversible proposals for Gaussian targets. Zbl 1447.62094
Ottobre, Michela; Pillai, Natesh S.; Spiliopoulos, Konstantinos
3
2020
Designs for estimating the treatment effect in networks with interference. Zbl 1453.62611
Jagadeesan, Ravi; Pillai, Natesh S.; Volfovsky, Alexander
3
2020
Diagnosing missing always at random in multivariate data. Zbl 1435.62187
Bojinov, Iavor I.; Pillai, Natesh S.; Rubin, Donald B.
2
2020
MCMC for imbalanced categorical data. Zbl 1428.62114
Johndrow, James E.; Smith, Aaron; Pillai, Natesh; Dunson, David B.
18
2019
Mixing times for a constrained Ising process on the two-dimensional torus at low density. Zbl 1448.60156
Pillai, Natesh S.; Smith, Aaron
4
2019
Parallel local approximation MCMC for expensive models. Zbl 1398.65017
Conrad, Patrick R.; Davis, Andrew D.; Marzouk, Youssef M.; Pillai, Natesh S.; Smith, Aaron
13
2018
On the mixing time of Kac’s walk and other high-dimensional Gibbs samplers with constraints. Zbl 1430.60061
Pillai, Natesh S.; Smith, Aaron
3
2018
Mixing times for a constrained Ising process on the torus at low density. Zbl 1381.60105
Pillai, Natesh S.; Smith, Aaron
8
2017
The use of a single pseudo-sample in approximate Bayesian computation. Zbl 1505.62074
Bornn, Luke; Pillai, Natesh S.; Smith, Aaron; Woodard, Dawn
7
2017
Kac’s walk on \(n\)-sphere mixes in \(n\log n\) steps. Zbl 1364.60056
Pillai, Natesh S.; Smith, Aaron
6
2017
Elementary bounds on mixing times for decomposable Markov chains. Zbl 1395.60082
Pillai, Natesh S.; Smith, Aaron
4
2017
A function space HMC algorithm with second order Langevin diffusion limit. Zbl 1346.60119
Ottobre, Michela; Pillai, Natesh S.; Pinski, Frank J.; Stuart, Andrew M.
24
2016
An unexpected encounter with Cauchy and Lévy. Zbl 1349.62036
Pillai, Natesh S.; Meng, Xiao-Li
9
2016
Sub-optimality of some continuous shrinkage priors. Zbl 1419.62050
Bhattacharya, Anirban; Dunson, David B.; Pati, Debdeep; Pillai, Natesh S.
5
2016
Dirichlet-Laplace priors for optimal shrinkage. Zbl 1373.62368
Bhattacharya, Anirban; Pati, Debdeep; Pillai, Natesh S.; Dunson, David B.
116
2015
Causal inference from \(2^K\) factorial designs by using potential outcomes. Zbl 1414.62337
Dasgupta, Tirthankar; Pillai, Natesh S.; Rubin, Donald B.
22
2015
Hypothesis testing for high-dimensional sparse binary regression. Zbl 1308.62094
Mukherjee, Rajarshi; Pillai, Natesh S.; Lin, Xihong
17
2015
Bayesian nonparametric weighted sampling inference. Zbl 1334.62024
Si, Yajuan; Pillai, Natesh S.; Gelman, Andrew
16
2015
Statistical inference for dynamical systems: a review. Zbl 1327.62458
McGoff, Kevin; Mukherjee, Sayan; Pillai, Natesh
11
2015
Consistency of maximum likelihood estimation for some dynamical systems. Zbl 1319.37006
McGoff, Kevin; Mukherjee, Sayan; Nobel, Andrew; Pillai, Natesh
6
2015
Universality of covariance matrices. Zbl 1296.15021
Pillai, Natesh S.; Yin, Jun
59
2014
Posterior contraction in sparse Bayesian factor models for massive covariance matrices. Zbl 1305.62124
Pati, Debdeep; Bhattacharya, Anirban; Pillai, Natesh S.; Dunson, David
39
2014
Relevant statistics for Bayesian model choice. Zbl 1411.62072
Marin, Jean-Michel; Pillai, Natesh S.; Robert, Christian P.; Rousseau, Judith
15
2014
Noisy gradient flow from a random walk in Hilbert space. Zbl 1308.60005
Pillai, Natesh S.; Stuart, Andrew M.; Thiéry, Alexandre H.
7
2014
A location-mixture autoregressive model for online forecasting of lung tumor motion. Zbl 1303.62058
Cervone, Daniel; Pillai, Natesh S.; Pati, Debdeep; Berbeco, Ross; Lewis, John Henry
3
2014
Optimal tuning of the hybrid Monte Carlo algorithm. Zbl 1287.60090
Beskos, Alexandros; Pillai, Natesh; Roberts, Gareth; Sanz-Serna, Jesus-Maria; Stuart, Andrew
68
2013
Regularity of laws and ergodicity of hypoelliptic SDEs driven by rough paths. Zbl 1288.60068
Hairer, Martin; Pillai, Natesh S.
43
2013
Diffusion limits of the random walk Metropolis algorithm in high dimensions. Zbl 1254.60081
Mattingly, Jonathan C.; Pillai, Natesh S.; Stuart, Andrew M.
44
2012
Optimal scaling and diffusion limits for the Langevin algorithm in high dimensions. Zbl 1272.60053
Pillai, Natesh S.; Stuart, Andrew M.; Thiéry, Alexandre H.
36
2012
Edge universality of correlation matrices. Zbl 1260.15051
Pillai, Natesh S.; Yin, Jun
19
2012
Geometric ergodicity of a bead-spring pair with stochastic Stokes forcing. Zbl 1252.82126
Mattingly, Jonathan C.; McKinley, Scott A.; Pillai, Natesh S.
2
2012
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
254
2011
Ergodicity of hypoelliptic SDEs driven by fractional Brownian motion. Zbl 1221.60083
Hairer, M.; Pillai, N. S.
40
2011
Bayesian density regression. Zbl 1120.62025
Dunson, David B.; Pillai, Natesh; Park, Ju-Hyun
63
2007
Characterizing the function space for Bayesian kernel models. Zbl 1222.62039
Pillai, Natesh S.; Wu, Qiang; Liang, Feng; Mukherjee, Sayan; Wolpert, Robert L.
11
2007
all top 5

Cited by 1,153 Authors

20 Pillai, Natesh S.
15 Dunson, David Brian
11 Stuart, Andrew M.
10 Pati, Debdeep
9 Marzouk, Youssef M.
9 Tindel, Samy
8 Ghosal, Subhashis
8 Hairer, Martin
8 Ouyang, Cheng
8 Sanz-Serna, Jesús María
8 Yin, Jun
7 Bédard, Myléne
7 Bhattacharya, Anirban
7 Ding, Xiucai
7 Ghosh, Malay
7 Khare, Kshitij
7 Lee, Jaeyong
7 Ottobre, Michela
6 Bhadra, Anindya
6 Ding, Peng
6 Hobert, James P.
6 Lee, Kyoungjae
6 Morris, Jeffrey S.
6 Mukherjee, Sayan
6 Quintana, Fernando Andrés
6 Roberts, Gareth O.
5 Banerjee, Sayantan
5 Cass, Thomas Richard
5 Datta, Jyotishka
5 Durante, Daniele
5 Fan, Xiliang
5 Knowles, Antti
5 Lee, Ji Oon
5 Lu, Jiannan
5 Mukherjee, Rajarshi
5 Ročková, Veronika
5 Sherlock, Chris
5 Thiéry, Alexandre H.
5 Yang, Fan
5 Yau, Horng-Tzer
4 Baladandayuthapani, Veerabhadran
4 Bao, Zhigang
4 Baudoin, Fabrice
4 Beskos, Alexandros
4 Crawford, Lorin
4 Cui, Tiangang
4 Drovandi, Christopher C.
4 Erdős, László
4 Frazier, David T.
4 Hoshino, Takahiro
4 Li, Jinglai
4 Lin, Lizhen
4 Livingstone, Samuel
4 Mcgoff, Kevin
4 Müller, Peter
4 Pan, Guangming
4 Panloup, Fabien
4 Polson, Nicholas G.
4 Riedel, Sebastian
4 Rosenthal, Jeffrey S.
4 Schnelli, Kevin
4 Song, Qifan
4 Willard, Brandon T.
4 Xu, Yuanyuan
3 Akhmatskaya, Elena
3 Bai, Ray
3 Bardsley, Johnathan M.
3 Bou-Rabee, Nawaf M.
3 Cai, Tony Tony
3 De Iorio, Maria
3 Fasano, Augusto
3 Fearnhead, Paul
3 Friz, Peter
3 Garrido-Atienza, María José
3 Haario, Heikki
3 Inahama, Yuzuru
3 Jasra, Ajay
3 Johndrow, James E.
3 Johnstone, Iain Murray
3 Selland Kleppe, Tore
3 Kohn, Robert J.
3 Law, Kody J. H.
3 Li, Xinran
3 Lu, Jianfeng
3 Mallick, Bani K.
3 Mena, Ramsés H.
3 Mukerjee, Rahul
3 Nemeth, Christopher
3 Neuenkirch, Andreas
3 Nobel, Andrew B.
3 Nott, David John
3 Reich, Brian James
3 Rosner, Gary L.
3 Schmalfuß, Björn
3 Spiliopoulos, Konstantinos V.
3 Steinwart, Ingo
3 Trogdon, Thomas
3 Villani, Mattias
3 Walker, Stephen Grahm
3 Yin, Yanqing
...and 1,053 more Authors
all top 5

Cited in 146 Serials

45 Journal of the American Statistical Association
35 The Annals of Statistics
25 Electronic Journal of Statistics
25 Bayesian Analysis
23 The Annals of Applied Probability
22 Bernoulli
20 The Annals of Applied Statistics
20 Statistics and Computing
18 Journal of Computational and Graphical Statistics
15 Journal of Computational Physics
13 Statistical Science
12 The Annals of Probability
12 Computational Statistics and Data Analysis
11 Statistics & Probability Letters
10 Journal of Econometrics
10 Journal of Multivariate Analysis
10 Probability Theory and Related Fields
10 Journal of Statistical Computation and Simulation
10 SIAM Journal on Scientific Computing
10 Journal of Machine Learning Research (JMLR)
10 SIAM/ASA Journal on Uncertainty Quantification
9 Stochastic Processes and their Applications
9 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
9 Electronic Journal of Probability
8 Stochastic and Partial Differential Equations. Analysis and Computations
7 Statistica Sinica
7 Journal of the Korean Statistical Society
7 Sankhyā. Series A
6 Journal of Statistical Physics
6 Journal of Statistical Planning and Inference
6 Computational Statistics
5 Communications in Mathematical Physics
5 Annals of the Institute of Statistical Mathematics
5 Journal of Differential Equations
5 Journal of Theoretical Probability
4 Biometrics
4 Journal of Applied Probability
4 Communications in Statistics. Theory and Methods
4 Journal of Applied Statistics
3 Advances in Applied Probability
3 Psychometrika
3 Scandinavian Journal of Statistics
3 International Statistical Review
3 Journal of Functional Analysis
3 SIAM Journal on Numerical Analysis
3 Stochastic Analysis and Applications
3 Communications in Statistics. Simulation and Computation
3 Test
3 Statistical Inference for Stochastic Processes
3 Statistical Modelling
3 SIAM Journal on Applied Dynamical Systems
3 Journal of Statistical Theory and Practice
3 Statistics Surveys
3 Science China. Mathematics
3 Journal of Agricultural, Biological, and Environmental Statistics
3 Random Matrices: Theory and Applications
2 The Canadian Journal of Statistics
2 Mathematics and Computers in Simulation
2 Quarterly of Applied Mathematics
2 Statistica Neerlandica
2 Potential Analysis
2 Discrete and Continuous Dynamical Systems
2 Australian & New Zealand Journal of Statistics
2 Methodology and Computing in Applied Probability
2 Econometric Theory
2 Biostatistics
2 Annales Henri Poincaré
2 Brazilian Journal of Probability and Statistics
2 Stochastics and Dynamics
2 Multiscale Modeling & Simulation
2 Statistical Applications in Genetics and Molecular Biology
2 Acta Numerica
2 Advances in Data Analysis and Classification. ADAC
2 Sankhyā. Series B
2 Environmetrics
1 The American Statistician
1 Computer Methods in Applied Mechanics and Engineering
1 Indian Journal of Pure & Applied Mathematics
1 Journal of Mathematical Physics
1 Mathematical Biosciences
1 Nonlinearity
1 Reports on Mathematical Physics
1 Ukrainian Mathematical Journal
1 Duke Mathematical Journal
1 Illinois Journal of Mathematics
1 International Economic Review
1 Inventiones Mathematicae
1 Journal of Combinatorial Theory. Series A
1 Journal of Computational and Applied Mathematics
1 Journal of Mathematical Psychology
1 Metron
1 Nagoya Mathematical Journal
1 Operations Research
1 Proceedings of the London Mathematical Society. Third Series
1 SIAM Journal on Computing
1 Theoretical Population Biology
1 Transactions of the American Mathematical Society
1 Insurance Mathematics & Economics
1 Journal of Time Series Analysis
1 Revista Colombiana de Estadística
...and 46 more Serials

Citations by Year