Ajay Jasra
Ajay Jasra
Professor of Applied Mathematics, KAUST
Verified email at kaust.edu.sa - Homepage
TitleCited byYear
Sequential monte carlo samplers
P Del Moral, A Doucet, A Jasra
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2006
13452006
Markov chain Monte Carlo methods and the label switching problem in Bayesian mixture modeling
A Jasra, CC Holmes, DA Stephens
Statistical Science, 50-67, 2005
6212005
An adaptive sequential Monte Carlo method for approximate Bayesian computation
P Del Moral, A Doucet, A Jasra
Statistics and Computing 22 (5), 1009-1020, 2012
3672012
On population-based simulation for static inference
A Jasra, DA Stephens, CC Holmes
Statistics and Computing 17 (3), 263-279, 2007
1932007
On adaptive resampling strategies for sequential Monte Carlo methods
P Del Moral, A Doucet, A Jasra
Bernoulli 18 (1), 252-278, 2012
1612012
On the stability of sequential Monte Carlo methods in high dimensions
A Beskos, D Crisan, A Jasra
The Annals of Applied Probability 24 (4), 1396-1445, 2014
1262014
Sequential monte carlo for bayesian computation
JM Bernardo, MJ Bayarri, JO Berger, AP Dawid, D Heckerman, ...
Bayesian statistics 8: proceedings of the eighth Valencia International …, 2007
1152007
Population-based reversible jump Markov chain Monte Carlo
A Jasra, DA Stephens, CC Holmes
Biometrika 94 (4), 787-807, 2007
1042007
Inference for Lévy‐driven stochastic volatility models via adaptive sequential Monte Carlo
A Jasra, DA Stephens, A Doucet, T Tsagaris
Scandinavian Journal of Statistics 38 (1), 1-22, 2011
982011
Filtering via approximate Bayesian computation
A Jasra, SS Singh, JS Martin, E McCoy
Statistics and Computing 22 (6), 1223-1237, 2012
882012
Robust finite-time control of switched linear systems and application to a class of servomechanism systems
L Zhang, S Wang, HR Karimi, A Jasra
IEEE/ASME Transactions on Mechatronics 20 (5), 2476-2485, 2015
822015
Parameter estimation for hidden Markov models with intractable likelihoods
TA Dean, SS Singh, A Jasra, GW Peters
Scandinavian Journal of Statistics 41 (4), 970-987, 2014
792014
DECODE: a new method for discovering clusters of different densities in spatial data
T Pei, A Jasra, DJ Hand, AX Zhu, C Zhou
Data Mining and Knowledge Discovery 18 (3), 337, 2009
682009
A stable particle filter for a class of high-dimensional state-space models
A Beskos, D Crisan, A Jasra, K Kamatani, Y Zhou
Advances in Applied Probability 49 (1), 24-48, 2017
55*2017
Multilevel sequential monte carlo samplers
A Beskos, A Jasra, K Law, R Tempone, Y Zhou
Stochastic Processes and their Applications 127 (5), 1417-1440, 2017
532017
On the convergence of adaptive sequential Monte Carlo methods
A Beskos, A Jasra, N Kantas, A Thiery
The Annals of Applied Probability 26 (2), 1111-1146, 2016
522016
Interacting sequential Monte Carlo samplers for trans-dimensional simulation
A Jasra, A Doucet, DA Stephens, CC Holmes
Computational Statistics & Data Analysis 52 (4), 1765-1791, 2008
522008
Sequential Monte Carlo methods for high-dimensional inverse problems: A case study for the Navier--Stokes equations
N Kantas, A Beskos, A Jasra
SIAM/ASA Journal on Uncertainty Quantification 2 (1), 464-489, 2014
512014
Bayesian policy learning with trans-dimensional MCMC
M Hoffman, A Doucet, ND Freitas, A Jasra
Advances in neural information processing systems, 665-672, 2008
44*2008
Sequential Monte Carlo methods for Bayesian elliptic inverse problems
A Beskos, A Jasra, EA Muzaffer, AM Stuart
Statistics and Computing 25 (4), 727-737, 2015
412015
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