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Author ID: girolami.mark-a Recent zbMATH articles by "Girolami, Mark A."
Published as: Girolami, Mark; Girolami, M.; Girolami, Mark A.; Girolami, M. A.
all top 5

Co-Authors

6 single-authored
12 Oates, Chris J.
6 Briol, François-Xavier
6 Byrne, Simon P. J.
5 Chopin, Nicolas
5 Cockayne, Jon
5 Filippone, Maurizio
4 Calderhead, Ben
4 Doucet, Arnaud
4 Mira, Antonietta
4 Robert, Christian P. Robert
4 Rogers, Simon A.
4 Stuart, Andrew M.
3 Beskos, Alexandros
3 Campbell, David A.
3 Cornebise, Julien
3 Damoulas, Theodoros
3 Draper, David
3 Fearnhead, Paul
3 Jasra, Ajay
3 Johansen, Adam M.
3 Latuszynski, Krzysztof
3 Lee, Anthony J. T.
3 Osborne, Michael A.
3 Roberts, Gareth O.
3 Simpson, Daniel Peter
3 Singh, Sumeetpal S.
2 Andrieu, Christophe
2 Barthelmé, Simon
2 Betancourt, Michael
2 Bhadra, Anindya
2 Bornn, Luke
2 Bui-Thanh, Tan
2 Chkrebtii, Oksana A.
2 Christie, Mike
2 Cirak, Fehmi
2 Cripps, Edward
2 Critchley, Frank
2 Duffin, Connor
2 Ellam, Louis
2 Everitt, Richard Geoffrey
2 Febrianto, Eky
2 Gelman, Andrew
2 Golightly, Andrew
2 Hennig, Philipp
2 Holmes, Christopher C.
2 Ipsen, Ilse C. F.
2 Jacob, Pierre E.
2 Kabán, Ata
2 Karvonen, Toni
2 Kypraios, Theodore
2 Lan, Shiwei
2 Lau, F. Din-Houn
2 Livingstone, Samuel
2 Marin, Jean-Michel
2 Mateu, Jorge
2 Owen, Art B.
2 Papaspiliopoulos, Omiros
2 Pavliotis, Grigorios A.
2 Peters, Gareth William
2 Pettitt, Anthony N.
2 Pitt, Michael K.
2 Porcu, Emilio
2 Prangle, Dennis
2 Roininen, Lassi
2 Rosipal, Roman
2 Rue, Håvard
2 Sejdinovic, Dino
2 Seshadri, Pranay
2 Stathopoulos, Vassilios
2 Thiéry, Alexandre H.
2 Tong, Howell
2 Zabaras, Nicholas J.
1 Adams, Niall M.
1 Adams, Ryan Prescott
1 Anaya-Izquierdo, Karim Alejandro
1 Arafat, Ahmed
1 Arbel, Julyan
1 Archambeau, Cédric
1 Aston, John A. D.
1 Aykroyd, Robert G.
1 Balding, David Joseph
1 Bao, Le
1 Barnes, Chris P.
1 Barp, Alessandro
1 Beaumont, Mark A.
1 Beffy, Magali
1 Bell, Anthony J.
1 Belmonte, Miguel A. G.
1 Blain, C. R. V.
1 Blum, Michael G. B.
1 Bouchard, Guillaume
1 Boys, B.
1 Boys, Richard J.
1 Butler, Liam J.
1 Calvetti, Daniela
1 Campbell, Eddy
1 Cao, Jiguo
1 Cappé, Olivier
1 Castro, Daniela
1 Chen, Rong
...and 180 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

54 Publications have been cited 949 times in 529 Documents Cited by Year
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
142
2011
Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
141
2010
Probabilistic numerics and uncertainty in computations. Zbl 1372.65010
Hennig, Philipp; Osborne, Michael A.; Girolami, Mark
56
2015
Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057
Fearnhead, Paul; Prangle, Dennis
53
2012
Bayesian solution uncertainty quantification for differential equations. Zbl 1357.62108
Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A.
39
2016
On Russian roulette estimates for Bayesian inference with doubly-intractable likelihoods. Zbl 1426.62092
Lyne, Anne-Marie; Girolami, Mark; Atchadé, Yves; Strathmann, Heiko; Simpson, Daniel
34
2015
Geometric MCMC for infinite-dimensional inverse problems. Zbl 1375.35627
Beskos, Alexandros; Girolami, Mark; Lan, Shiwei; Farrell, Patrick E.; Stuart, Andrew M.
30
2017
Geodesic Monte Carlo on embedded manifolds. Zbl 1349.62186
Byrne, Simon; Girolami, Mark
28
2013
Estimating Bayes factors via thermodynamic integration and population MCMC. Zbl 1453.62055
Calderhead, Ben; Girolami, Mark
28
2009
Bayesian probabilistic numerical methods. Zbl 1451.65179
Cockayne, Jon; Oates, Chris J.; Sullivan, T. J.; Girolami, Mark
27
2019
Probabilistic integration: a role in statistical computation? Zbl 1420.62135
Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino
24
2019
Solving large-scale PDE-constrained Bayesian inverse problems with Riemann manifold Hamiltonian Monte Carlo. Zbl 1306.65269
Bui-Thanh, T.; Girolami, M.
24
2014
Statistical analysis of differential equations: introducing probability measures on numerical solutions. Zbl 1384.62082
Conrad, Patrick R.; Girolami, Mark; Särkkä, Simo; Stuart, Andrew; Zygalakis, Konstantinos
22
2017
Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109
Gerber, Mathieu; Chopin, Nicolas
21
2015
Langevin diffusions and the Metropolis-adjusted Langevin algorithm. Zbl 1298.60081
Xifara, T.; Sherlock, C.; Livingstone, S.; Byrne, S.; Girolami, M.
21
2014
The geometric foundations of Hamiltonian Monte Carlo. Zbl 1380.60070
Betancourt, Michael; Byrne, Simon; Livingstone, Sam; Girolami, Mark
18
2017
Control functionals for Monte Carlo integration. Zbl 1411.62088
Oates, Chris J.; Girolami, Mark; Chopin, Nicolas
18
2017
Kernel PCA for feature extraction and de-noising in nonlinear regression. Zbl 0989.68112
Rosipal, Roman; Girolami, Mark; Trejo, Leonard J.; Cichocki, Andrzej
16
2001
On the geometric ergodicity of Hamiltonian Monte Carlo. Zbl 1428.62375
Livingstone, Samuel; Betancourt, Michael; Byrne, Simon; Girolami, Mark
15
2019
How deep are deep Gaussian processes? Zbl 1469.60107
Dunlop, Matthew M.; Girolami, Mark A.; Stuart, Andrew M.; Teckentrup, Aretha L.
15
2018
A unifying information-theoretic framework for independent component analysis. Zbl 1054.94004
Lee, Te-Won; Girolami, M.; Bell, A. J.; Sejnowski, T. J.
15
2000
Hyperpriors for Matérn fields with applications in Bayesian inversion. Zbl 1454.60068
Roininen, Lassi; Girolami, Mark; Lasanen, Sari; Markkanen, Markku
14
2019
Emulation of higher-order tensors in manifold Monte Carlo methods for Bayesian inverse problems. Zbl 1352.65010
Lan, Shiwei; Bui-Thanh, Tan; Christie, Mike; Girolami, Mark
12
2016
Orthogonal series density estimation and the kernel eigenvalue problem. Zbl 0986.62021
Girolami, Mark
11
2002
Markov chain Monte Carlo inference for Markov jump processes via the linear noise approximation. Zbl 1353.60075
Stathopoulos, Vassilios; Girolami, Mark A.
10
2013
A comparative evaluation of stochastic-based inference methods for Gaussian process models. Zbl 1294.62048
Filippone, M.; Zhong, M.; Girolami, M.
10
2013
Bayesian inference for differential equations. Zbl 1152.62016
Girolami, Mark
9
2008
Zero variance differential geometric Markov chain Monte Carlo algorithms. Zbl 1327.60140
Papamarkou, Theodore; Mira, Antonietta; Girolami, Mark
7
2014
Information-geometric Markov chain Monte Carlo methods using diffusions. Zbl 1338.65018
Livingstone, Samuel; Girolami, Mark
7
2014
A variational method for learning sparse and overcomplete representations. Zbl 0993.68082
Girolami, Mark
7
2001
An expectation-maximization approach to nonlinear component analysis. Zbl 1085.68646
Rosipal, Roman; Girolami, Mark
7
2001
Learning and inference in computational systems biology. Zbl 1196.92018
7
2010
Bayesian probabilistic numerical methods in time-dependent state estimation for industrial hydrocyclone equipment. Zbl 1428.62515
Oates, Chris J.; Cockayne, Jon; Aykroyd, Robert G.; Girolami, Mark
6
2019
A Bayesian approach to multiscale inverse problems with on-the-fly scale determination. Zbl 1380.62109
Ellam, Louis; Zabaras, Nicholas; Girolami, Mark
6
2016
The role of statistics in data-centric engineering. Zbl 1463.62377
Lau, F. Din-Houn; Adams, Niall M.; Girolami, Mark A.; Butler, Liam J.; Elshafie, Mohammed Z. E. B.
5
2018
A Bayesian conjugate gradient method (with discussion). Zbl 1430.62024
Cockayne, Jon; Oates, Chris J.; Ipsen, Ilse C. F.; Girolami, Mark
5
2019
Convergence rates for a class of estimators based on Stein’s method. Zbl 1459.60064
Oates, Chris J.; Cockayne, Jon; Briol, François-Xavier; Girolami, Mark
5
2019
PeriPy – a high performance peridynamics package. Zbl 07427326
Boys, B.; Dodwell, T. J.; Hobbs, M.; Girolami, M.
4
2021
Variational Bayesian multinomial probit regression with Gaussian process priors. Zbl 1121.62027
Girolami, Mark; Rogers, Simon
4
2006
The statistical finite element method (statFEM) for coherent synthesis of observation data and model predictions. Zbl 07340439
Girolami, Mark; Febrianto, Eky; Yin, Ge; Cirak, Fehmi
3
2021
Posterior inference for sparse hierarchical non-stationary models. Zbl 07212308
Monterrubio-Gómez, Karla; Roininen, Lassi; Wade, Sara; Damoulas, Theodoros; Girolami, Mark
3
2020
Special issue: Big data and predictive computational modeling. Zbl 1349.00279
Koutsourelakis, P. S.; Zabaras, N.; Girolami, M.
3
2016
Combining feature spaces for classification. Zbl 1175.68319
Damoulas, Theodoros; Girolami, Mark A.
3
2009
Online learning with (multiple) kernels: a review. Zbl 1269.68079
Diethe, Tom; Girolami, Mark
2
2013
Latent variable models for the topographic organisation of discrete and strictly positive data. Zbl 1006.68771
Girolami, Mark
2
2002
Probabilistic prediction of neurological disorders with a statistical assessment of neuroimaging data modalities. Zbl 1257.62103
Filippone, M.; Marquand, A. F.; Blain, C. R. V.; Williams, S. C. R.; Mourão-Miranda, J.; Girolami, M.
2
2012
Rejoinder: “Probabilistic integration: a role in statistical computation?”. Zbl 1420.62136
Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino
1
2019
Integration in reproducing kernel Hilbert spaces of Gaussian kernels. Zbl 07369109
Karvonen, Toni; Oates, Chris J.; Girolami, Mark
1
2021
Handbook of statistical systems biology. Zbl 1227.92027
1
2011
Rejoinder: “Bayesian solution uncertainty quantification for differential equations”. Zbl 1357.62109
Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A.
1
2016
Discussion of the paper: “Sampling schemes for generalized linear Dirichlet process random effects models” by M. Kyung, J. Gill, and G. Casella. Zbl 1241.65004
Filippone, M.; Mira, A.; Girolami, M.
1
2011
Advances in independent component analysis. Zbl 0966.68593
1
2000
Infinite factorization of multiple non-parametric views. Zbl 1470.62092
Rogers, Simon; Klami, Arto; Sinkkonen, Janne; Girolami, Mark; Kaski, Samuel
1
2010
A first course in machine learning. 2nd edition. Zbl 1373.68006
Rogers, Simon; Girolami, Mark
1
2017
PeriPy – a high performance peridynamics package. Zbl 07427326
Boys, B.; Dodwell, T. J.; Hobbs, M.; Girolami, M.
4
2021
The statistical finite element method (statFEM) for coherent synthesis of observation data and model predictions. Zbl 07340439
Girolami, Mark; Febrianto, Eky; Yin, Ge; Cirak, Fehmi
3
2021
Integration in reproducing kernel Hilbert spaces of Gaussian kernels. Zbl 07369109
Karvonen, Toni; Oates, Chris J.; Girolami, Mark
1
2021
Posterior inference for sparse hierarchical non-stationary models. Zbl 07212308
Monterrubio-Gómez, Karla; Roininen, Lassi; Wade, Sara; Damoulas, Theodoros; Girolami, Mark
3
2020
Bayesian probabilistic numerical methods. Zbl 1451.65179
Cockayne, Jon; Oates, Chris J.; Sullivan, T. J.; Girolami, Mark
27
2019
Probabilistic integration: a role in statistical computation? Zbl 1420.62135
Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino
24
2019
On the geometric ergodicity of Hamiltonian Monte Carlo. Zbl 1428.62375
Livingstone, Samuel; Betancourt, Michael; Byrne, Simon; Girolami, Mark
15
2019
Hyperpriors for Matérn fields with applications in Bayesian inversion. Zbl 1454.60068
Roininen, Lassi; Girolami, Mark; Lasanen, Sari; Markkanen, Markku
14
2019
Bayesian probabilistic numerical methods in time-dependent state estimation for industrial hydrocyclone equipment. Zbl 1428.62515
Oates, Chris J.; Cockayne, Jon; Aykroyd, Robert G.; Girolami, Mark
6
2019
A Bayesian conjugate gradient method (with discussion). Zbl 1430.62024
Cockayne, Jon; Oates, Chris J.; Ipsen, Ilse C. F.; Girolami, Mark
5
2019
Convergence rates for a class of estimators based on Stein’s method. Zbl 1459.60064
Oates, Chris J.; Cockayne, Jon; Briol, François-Xavier; Girolami, Mark
5
2019
Rejoinder: “Probabilistic integration: a role in statistical computation?”. Zbl 1420.62136
Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino
1
2019
How deep are deep Gaussian processes? Zbl 1469.60107
Dunlop, Matthew M.; Girolami, Mark A.; Stuart, Andrew M.; Teckentrup, Aretha L.
15
2018
The role of statistics in data-centric engineering. Zbl 1463.62377
Lau, F. Din-Houn; Adams, Niall M.; Girolami, Mark A.; Butler, Liam J.; Elshafie, Mohammed Z. E. B.
5
2018
Geometric MCMC for infinite-dimensional inverse problems. Zbl 1375.35627
Beskos, Alexandros; Girolami, Mark; Lan, Shiwei; Farrell, Patrick E.; Stuart, Andrew M.
30
2017
Statistical analysis of differential equations: introducing probability measures on numerical solutions. Zbl 1384.62082
Conrad, Patrick R.; Girolami, Mark; Särkkä, Simo; Stuart, Andrew; Zygalakis, Konstantinos
22
2017
The geometric foundations of Hamiltonian Monte Carlo. Zbl 1380.60070
Betancourt, Michael; Byrne, Simon; Livingstone, Sam; Girolami, Mark
18
2017
Control functionals for Monte Carlo integration. Zbl 1411.62088
Oates, Chris J.; Girolami, Mark; Chopin, Nicolas
18
2017
A first course in machine learning. 2nd edition. Zbl 1373.68006
Rogers, Simon; Girolami, Mark
1
2017
Bayesian solution uncertainty quantification for differential equations. Zbl 1357.62108
Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A.
39
2016
Emulation of higher-order tensors in manifold Monte Carlo methods for Bayesian inverse problems. Zbl 1352.65010
Lan, Shiwei; Bui-Thanh, Tan; Christie, Mike; Girolami, Mark
12
2016
A Bayesian approach to multiscale inverse problems with on-the-fly scale determination. Zbl 1380.62109
Ellam, Louis; Zabaras, Nicholas; Girolami, Mark
6
2016
Special issue: Big data and predictive computational modeling. Zbl 1349.00279
Koutsourelakis, P. S.; Zabaras, N.; Girolami, M.
3
2016
Rejoinder: “Bayesian solution uncertainty quantification for differential equations”. Zbl 1357.62109
Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A.
1
2016
Probabilistic numerics and uncertainty in computations. Zbl 1372.65010
Hennig, Philipp; Osborne, Michael A.; Girolami, Mark
56
2015
On Russian roulette estimates for Bayesian inference with doubly-intractable likelihoods. Zbl 1426.62092
Lyne, Anne-Marie; Girolami, Mark; Atchadé, Yves; Strathmann, Heiko; Simpson, Daniel
34
2015
Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109
Gerber, Mathieu; Chopin, Nicolas
21
2015
Solving large-scale PDE-constrained Bayesian inverse problems with Riemann manifold Hamiltonian Monte Carlo. Zbl 1306.65269
Bui-Thanh, T.; Girolami, M.
24
2014
Langevin diffusions and the Metropolis-adjusted Langevin algorithm. Zbl 1298.60081
Xifara, T.; Sherlock, C.; Livingstone, S.; Byrne, S.; Girolami, M.
21
2014
Zero variance differential geometric Markov chain Monte Carlo algorithms. Zbl 1327.60140
Papamarkou, Theodore; Mira, Antonietta; Girolami, Mark
7
2014
Information-geometric Markov chain Monte Carlo methods using diffusions. Zbl 1338.65018
Livingstone, Samuel; Girolami, Mark
7
2014
Geodesic Monte Carlo on embedded manifolds. Zbl 1349.62186
Byrne, Simon; Girolami, Mark
28
2013
Markov chain Monte Carlo inference for Markov jump processes via the linear noise approximation. Zbl 1353.60075
Stathopoulos, Vassilios; Girolami, Mark A.
10
2013
A comparative evaluation of stochastic-based inference methods for Gaussian process models. Zbl 1294.62048
Filippone, M.; Zhong, M.; Girolami, M.
10
2013
Online learning with (multiple) kernels: a review. Zbl 1269.68079
Diethe, Tom; Girolami, Mark
2
2013
Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057
Fearnhead, Paul; Prangle, Dennis
53
2012
Probabilistic prediction of neurological disorders with a statistical assessment of neuroimaging data modalities. Zbl 1257.62103
Filippone, M.; Marquand, A. F.; Blain, C. R. V.; Williams, S. C. R.; Mourão-Miranda, J.; Girolami, M.
2
2012
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
142
2011
Handbook of statistical systems biology. Zbl 1227.92027
1
2011
Discussion of the paper: “Sampling schemes for generalized linear Dirichlet process random effects models” by M. Kyung, J. Gill, and G. Casella. Zbl 1241.65004
Filippone, M.; Mira, A.; Girolami, M.
1
2011
Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
141
2010
Learning and inference in computational systems biology. Zbl 1196.92018
7
2010
Infinite factorization of multiple non-parametric views. Zbl 1470.62092
Rogers, Simon; Klami, Arto; Sinkkonen, Janne; Girolami, Mark; Kaski, Samuel
1
2010
Estimating Bayes factors via thermodynamic integration and population MCMC. Zbl 1453.62055
Calderhead, Ben; Girolami, Mark
28
2009
Combining feature spaces for classification. Zbl 1175.68319
Damoulas, Theodoros; Girolami, Mark A.
3
2009
Bayesian inference for differential equations. Zbl 1152.62016
Girolami, Mark
9
2008
Variational Bayesian multinomial probit regression with Gaussian process priors. Zbl 1121.62027
Girolami, Mark; Rogers, Simon
4
2006
Orthogonal series density estimation and the kernel eigenvalue problem. Zbl 0986.62021
Girolami, Mark
11
2002
Latent variable models for the topographic organisation of discrete and strictly positive data. Zbl 1006.68771
Girolami, Mark
2
2002
Kernel PCA for feature extraction and de-noising in nonlinear regression. Zbl 0989.68112
Rosipal, Roman; Girolami, Mark; Trejo, Leonard J.; Cichocki, Andrzej
16
2001
A variational method for learning sparse and overcomplete representations. Zbl 0993.68082
Girolami, Mark
7
2001
An expectation-maximization approach to nonlinear component analysis. Zbl 1085.68646
Rosipal, Roman; Girolami, Mark
7
2001
A unifying information-theoretic framework for independent component analysis. Zbl 1054.94004
Lee, Te-Won; Girolami, M.; Bell, A. J.; Sejnowski, T. J.
15
2000
Advances in independent component analysis. Zbl 0966.68593
1
2000
all top 5

Cited by 1,061 Authors

26 Girolami, Mark A.
15 Oates, Chris J.
11 Särkkä, Simo
11 Stuart, Andrew M.
9 Friel, Nial
9 Marzouk, Youssef M.
8 Tsionas, Mike G.
7 Hennig, Philipp
7 Karvonen, Toni
6 Cockayne, Jon
6 Husmeier, Dirk
6 Selland Kleppe, Tore
6 Lan, Shiwei
6 Owhadi, Houman
6 Shahbaba, Babak
6 Suykens, Johan A. K.
5 Bui-Thanh, Tan
5 Cui, Tiangang
5 Dunlop, Matthew M.
5 Durmus, Alain
5 Filippone, Maurizio
5 Ghattas, Omar N.
5 Kohn, Robert J.
5 Koutsourelakis, Phaedon-Stelios
5 Lin, Guang
5 Park, Jaewoo
5 Perdikaris, Paris G.
5 Pereyra, Marcelo
5 Quiroz, Matias
5 Roininen, Lassi
5 Sherlock, Chris
5 Tran, Minh Ngoc
5 Villani, Mattias
5 Zabaras, Nicholas J.
4 Aderhold, Andrej
4 Belomestny, Denis
4 Beskos, Alexandros
4 Bou-Rabee, Nawaf M.
4 Briol, François-Xavier
4 De Moor, Bart L. R.
4 Duncan, Andrew B.
4 Ghanem, Roger G.
4 Grzegorczyk, Marco
4 Karniadakis, George Em
4 Latz, Jonas
4 Lie, Han Cheng
4 Moulines, Eric
4 Pillai, Natesh S.
4 Roberts, Gareth O.
4 Sanz-Alonso, Daniel
4 Schwab, Christoph
4 Teckentrup, Aretha L.
3 Bardsley, Johnathan M.
3 Bédard, Myléne
3 Chen, Peng
3 Cichocki, Andrzej
3 Cripps, Edward
3 Dang, Khue-Dung
3 De Bortoli, Valentin
3 Deng, Wei
3 Dunson, David Brian
3 Eberle, Andreas
3 Fearnhead, Paul
3 Fox, Emily B.
3 Golightly, Andrew
3 Hoang, Viet Ha
3 Holbrook, Andrew J.
3 Hrafnkelsson, Birgir
3 Hurn, Merrilee A.
3 Iosipoi, Leonid
3 Jin, Ick Hoon
3 Kanagawa, Motonobu
3 Kawano, Shuichi
3 Lasanen, Sari
3 Law, Kody J. H.
3 Liang, Faming
3 Ma, Yian
3 Osborne, Michael A.
3 Papamarkou, Theodore
3 Pavliotis, Grigorios A.
3 Pettitt, Anthony N.
3 Reich, Sebastian
3 Samsonov, Sergeĭ Petrovich
3 Sanguinetti, Guido
3 Sanz-Serna, Jesús María
3 Simpson, Daniel Peter
3 Soize, Christian
3 Tronarp, Filip
3 Villa, Umberto E.
3 Xie, Shengli
3 Yang, Xiu
3 Zhang, Cheng
3 Zhou, Tao
2 Abdulle, Assyr
2 Adams, Niall M.
2 Airoldi, Edoardo M.
2 Bartels, Simon
2 Bartlett, Peter L.
2 Beer, Michael A.
2 Bhaumik, Prithwish
...and 961 more Authors
all top 5

Cited in 131 Serials

74 Statistics and Computing
33 Journal of Computational Physics
23 Computational Statistics and Data Analysis
23 SIAM/ASA Journal on Uncertainty Quantification
21 SIAM Journal on Scientific Computing
18 Journal of Computational and Graphical Statistics
15 Computer Methods in Applied Mechanics and Engineering
14 Bayesian Analysis
13 Neural Computation
10 Inverse Problems
10 Statistical Science
10 Bernoulli
9 European Journal of Operational Research
9 Journal of Statistical Computation and Simulation
9 Journal of Machine Learning Research (JMLR)
8 Journal of the American Statistical Association
8 Machine Learning
8 Computational Statistics
8 The Annals of Applied Statistics
6 Statistics & Probability Letters
6 The Annals of Applied Probability
6 Pattern Recognition
5 Neural Networks
5 Communications in Statistics. Simulation and Computation
4 Journal of Statistical Physics
4 Mathematics of Computation
4 The Annals of Statistics
4 Inverse Problems and Imaging
4 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences
4 SIAM Journal on Mathematics of Data Science
3 Computers & Mathematics with Applications
3 Mathematical Biosciences
3 Physica A
3 Journal of Statistical Planning and Inference
3 Monte Carlo Methods and Applications
3 Complexity
3 Data Mining and Knowledge Discovery
3 Computational Geosciences
3 SIAM Journal on Applied Dynamical Systems
3 Acta Numerica
3 Electronic Journal of Statistics
3 SIAM Journal on Imaging Sciences
2 Advances in Applied Probability
2 Scandinavian Journal of Statistics
2 BIT
2 Journal of Computational and Applied Mathematics
2 Journal of Mathematical Psychology
2 Physica D
2 Computational Mechanics
2 Computational Mathematics and Modeling
2 Applied Mathematical Modelling
2 Proceedings of the National Academy of Sciences of the United States of America
2 SIAM Review
2 Test
2 Soft Computing
2 Methodology and Computing in Applied Probability
2 Foundations of Computational Mathematics
2 Statistical Applications in Genetics and Molecular Biology
2 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis
2 Computational & Mathematical Methods in Medicine
2 EURASIP Journal on Advances in Signal Processing
2 Statistics Surveys
2 Stochastic and Partial Differential Equations. Analysis and Computations
1 Journal of the Franklin Institute
1 Journal of Mathematical Analysis and Applications
1 Journal of Mathematical Biology
1 Journal of Mathematical Physics
1 Psychometrika
1 Bulletin of Mathematical Biology
1 Chaos, Solitons and Fractals
1 Biometrical Journal
1 Calcolo
1 Information Sciences
1 Journal of Applied Probability
1 Journal of Econometrics
1 Numerische Mathematik
1 Operations Research
1 SIAM Journal on Numerical Analysis
1 Theoretical Computer Science
1 Journal of Computational Mathematics
1 Acta Mathematicae Applicatae Sinica. English Series
1 Journal of Complexity
1 Applied Mathematics Letters
1 Signal Processing
1 Stochastic Processes and their Applications
1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
1 Annales de la Faculté des Sciences de Toulouse. Mathématiques. Série VI
1 Applied and Computational Harmonic Analysis
1 Journal of Inverse and Ill-Posed Problems
1 Boletín de la Sociedad Matemática Mexicana. Third Series
1 Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Journal of Applied Statistics
1 Communications de la Faculté des Sciences de l’Université d’Ankara. Séries A1. Mathematics and Statistics
1 Erkenntnis
1 Journal of Biological Systems
1 Archives of Computational Methods in Engineering
1 Statistical Modelling
1 Entropy
1 Sādhanā
...and 31 more Serials
all top 5

Cited in 38 Fields

357 Statistics (62-XX)
248 Numerical analysis (65-XX)
116 Probability theory and stochastic processes (60-XX)
91 Computer science (68-XX)
34 Partial differential equations (35-XX)
32 Biology and other natural sciences (92-XX)
19 Statistical mechanics, structure of matter (82-XX)
18 Operations research, mathematical programming (90-XX)
17 Information and communication theory, circuits (94-XX)
14 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
12 Systems theory; control (93-XX)
11 Dynamical systems and ergodic theory (37-XX)
11 Approximations and expansions (41-XX)
11 Calculus of variations and optimal control; optimization (49-XX)
10 Geophysics (86-XX)
8 Functional analysis (46-XX)
8 Mechanics of deformable solids (74-XX)
8 Fluid mechanics (76-XX)
7 Ordinary differential equations (34-XX)
7 Differential geometry (53-XX)
4 Integral equations (45-XX)
4 Quantum theory (81-XX)
3 General and overarching topics; collections (00-XX)
3 Harmonic analysis on Euclidean spaces (42-XX)
3 Global analysis, analysis on manifolds (58-XX)
2 History and biography (01-XX)
2 Linear and multilinear algebra; matrix theory (15-XX)
2 Mechanics of particles and systems (70-XX)
1 Combinatorics (05-XX)
1 Commutative algebra (13-XX)
1 Algebraic geometry (14-XX)
1 Measure and integration (28-XX)
1 Functions of a complex variable (30-XX)
1 Operator theory (47-XX)
1 Geometry (51-XX)
1 Optics, electromagnetic theory (78-XX)
1 Classical thermodynamics, heat transfer (80-XX)
1 Relativity and gravitational theory (83-XX)

Citations by Year