Natesh S. Pillai
TitreCitée parAnnée
Lack of confidence in approximate Bayesian computation model choice
CP Robert, JM Cornuet, JM Marin, NS Pillai
Proceedings of the National Academy of Sciences 108 (37), 15112-15117, 2011
3312011
Bayesian density regression
DB Dunson, N Pillai, JH Park
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2007
2512007
Optimal tuning of the hybrid Monte Carlo algorithm
A Beskos, N Pillai, G Roberts, JM Sanz-Serna, A Stuart
Bernoulli 19 (5A), 1501-1534, 2013
2102013
Dirichlet–Laplace priors for optimal shrinkage
A Bhattacharya, D Pati, NS Pillai, DB Dunson
Journal of the American Statistical Association 110 (512), 1479-1490, 2015
2002015
Relevant statistics for Bayesian model choice
JM Marin, NS Pillai, CP Robert, J Rousseau
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2014
1122014
Universality of covariance matrices
NS Pillai, J Yin
The Annals of Applied Probability 24 (3), 935-1001, 2014
1062014
Diffusion limits of the random walk Metropolis algorithm in high dimensions
JC Mattingly, NS Pillai, AM Stuart
The Annals of Applied Probability 22 (3), 881-930, 2012
1022012
Optimal scaling and diffusion limits for the Langevin algorithm in high dimensions
NS Pillai, AM Stuart, AH Thiéry
The Annals of Applied Probability 22 (6), 2320-2356, 2012
842012
Posterior contraction in sparse Bayesian factor models for massive covariance matrices
D Pati, A Bhattacharya, NS Pillai, D Dunson
The Annals of Statistics 42 (3), 1102-1130, 2014
752014
Characterizing the function space for Bayesian kernel models
NS Pillai, Q Wu, F Liang, S Mukherjee, RL Wolpert
Journal of Machine Learning Research 8 (Aug), 1769-1797, 2007
752007
Regularity of laws and ergodicity of hypoelliptic SDEs driven by rough paths
M Hairer, NS Pillai
The Annals of Probability 41 (4), 2544-2598, 2013
702013
Accelerating asymptotically exact MCMC for computationally intensive models via local approximations
PR Conrad, YM Marzouk, NS Pillai, A Smith
Journal of the American Statistical Association 111 (516), 1591-1607, 2016
522016
Ergodicity of hypoelliptic SDEs driven by fractional Brownian motion
M Hairer, NS Pillai
Annales de l'IHP Probabilités et statistiques 47 (2), 601-628, 2011
522011
Bayesian shrinkage
A Bhattacharya, D Pati, NS Pillai, DB Dunson
arXiv preprint arXiv:1212.6088, 2012
482012
Causal inference from 2K factorial designs by using potential outcomes
T Dasgupta, NS Pillai, DB Rubin
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2015
452015
Bayesian nonparametric weighted sampling inference
Y Si, NS Pillai, A Gelman
Bayesian Analysis 10 (3), 605-625, 2015
442015
Edge universality of correlation matrices
NS Pillai, J Yin
The Annals of Statistics 40 (3), 1737-1763, 2012
382012
Damping and trapping in 2D inviscid fluids
NS Pillai, RW Gould
Physical review letters 73 (21), 2849, 1994
371994
Model comparison and assessment for single particle tracking in biological fluids
M Lysy, NS Pillai, DB Hill, MG Forest, JWR Mellnik, PA Vasquez, ...
Journal of the American Statistical Association 111 (516), 1413-1426, 2016
362016
Ergodicity of approximate MCMC chains with applications to large data sets
NS Pillai, A Smith
arXiv preprint arXiv:1405.0182, 2014
322014
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