×

zbMATH — the first resource for mathematics

Girolami, Mark A.

Compute Distance To:
Author ID: girolami.mark-a Recent zbMATH articles by "Girolami, Mark A."
Published as: Girolami, Mark; Girolami, M.; Girolami, Mark A.; Girolami, M. A.
Documents Indexed: 64 Publications since 2000, including 6 Books
all top 5

Co-Authors

6 single-authored
10 Oates, Chris J.
6 Byrne, Simon P. J.
5 Briol, François-Xavier
5 Cockayne, Jon
4 Calderhead, Ben
3 Damoulas, Theodoros
3 Filippone, Maurizio
3 Mira, Antonietta
3 Osborne, Michael A.
3 Rogers, Simon
3 Stuart, Andrew M.
2 Betancourt, Michael
2 Bui-Thanh, Tan
2 Campbell, David A.
2 Chkrebtii, Oksana A.
2 Ellam, Louis
2 Ipsen, Ilse C. F.
2 Kabán, Ata
2 Lan, Shiwei
2 Livingstone, Samuel
2 Roininen, Lassi
2 Rosipal, Roman
2 Sejdinovic, Dino
2 Zabaras, Nicholas J.
1 Adams, Niall M.
1 Aykroyd, Robert G.
1 Balding, David Joseph
1 Bell, Anthony J.
1 Beskos, Alexandros
1 Blain, C. R. V.
1 Butler, Liam J.
1 Chopin, Nicolas
1 Christie, Mike
1 Cichocki, Andrzej
1 Cirak, Fehmi
1 Conrad, Patrick R.
1 Crestani, Fabio
1 Diethe, Tom
1 Dunlop, Matthew M.
1 Elshafie, Mohammed Z. E. B.
1 Farrell, Patrick E.
1 Febrianto, Eky
1 Hennig, Philipp
1 Jones, Kelvin E.
1 Karvonen, Toni
1 Koutsourelakis, Phaedon-Stelios
1 Lasanen, Sari
1 Lau, F. Din-Houn
1 Lawrence, Neil D.
1 Lee, Te-Won
1 Livingstone, Sam
1 Lyne, Anne-Marie
1 Markkanen, Markku
1 Marquand, A. F.
1 Meagher, J. P.
1 Monterrubio-Gómez, Karla
1 Mourão-Miranda, J.
1 Owen, Art B.
1 Papamarkou, Theodore
1 Parks, Geoffrey Thomas
1 Prangle, Dennis
1 Rattray, Magnus
1 Sanguinetti, Guido
1 Särkkä, Simo
1 Sejnowski, Terrence J.
1 Seshadri, Pranay
1 Sherlock, Chris
1 Simpson, Daniel Peter
1 Stathopoulos, Vassilios
1 Strathmann, Heiko
1 Stumpf, Michael P. H.
1 Teckentrup, Aretha L.
1 Tiňo, Peter
1 Trejo, Leonard J.
1 van Rijsbergen, Cornelis Joost Keith
1 Wade, Sara
1 Williams, S. C. R.
1 Wilson, Alan Geoffrey
1 Wong, Chun Yui
1 Wynne, George
1 Xifara, Tatiana
1 Yin, Ge
1 Zygalakis, Konstantinos C.

Publications by Year

Citations contained in zbMATH Open

46 Publications have been cited 515 times in 376 Documents Cited by Year
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
94
2011
Probabilistic numerics and uncertainty in computations. Zbl 1372.65010
Hennig, Philipp; Osborne, Michael A.; Girolami, Mark
42
2015
Bayesian solution uncertainty quantification for differential equations. Zbl 1357.62108
Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A.
29
2016
Estimating Bayes factors via thermodynamic integration and population MCMC. Zbl 1453.62055
Calderhead, Ben; Girolami, Mark
26
2009
Probabilistic integration: a role in statistical computation? Zbl 1420.62135
Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino
22
2019
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
21
2015
Geometric MCMC for infinite-dimensional inverse problems. Zbl 1375.35627
Beskos, Alexandros; Girolami, Mark; Lan, Shiwei; Farrell, Patrick E.; Stuart, Andrew M.
21
2017
Solving large-scale PDE-constrained Bayesian inverse problems with Riemann manifold Hamiltonian Monte Carlo. Zbl 1306.65269
Bui-Thanh, T.; Girolami, M.
17
2014
Bayesian probabilistic numerical methods. Zbl 1451.65179
Cockayne, Jon; Oates, Chris J.; Sullivan, T. J.; Girolami, Mark
16
2019
Langevin diffusions and the Metropolis-adjusted Langevin algorithm. Zbl 1298.60081
Xifara, T.; Sherlock, C.; Livingstone, S.; Byrne, S.; Girolami, M.
16
2014
Geodesic Monte Carlo on embedded manifolds. Zbl 1349.62186
Byrne, Simon; Girolami, Mark
16
2013
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
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
15
2017
Kernel PCA for feature extraction and de-noising in nonlinear regression. Zbl 0989.68112
Rosipal, Roman; Girolami, Mark; Trejo, Leonard J.; Cichocki, Andrzej
14
2001
Control functionals for Monte Carlo integration. Zbl 1411.62088
Oates, Chris J.; Girolami, Mark; Chopin, Nicolas
12
2017
The geometric foundations of Hamiltonian Monte Carlo. Zbl 1380.60070
Betancourt, Michael; Byrne, Simon; Livingstone, Sam; Girolami, Mark
12
2017
Orthogonal series density estimation and the kernel eigenvalue problem. Zbl 0986.62021
Girolami, Mark
10
2002
How deep are deep Gaussian processes? Zbl 06982345
Dunlop, Matthew M.; Girolami, Mark A.; Stuart, Andrew M.; Teckentrup, Aretha L.
9
2018
An expectation-maximization approach to nonlinear component analysis. Zbl 1085.68646
Rosipal, Roman; Girolami, Mark
7
2001
Bayesian inference for differential equations. Zbl 1152.62016
Girolami, Mark
7
2008
Hyperpriors for Matérn fields with applications in Bayesian inversion. Zbl 1454.60068
Roininen, Lassi; Girolami, Mark; Lasanen, Sari; Markkanen, Markku
7
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
7
2016
A comparative evaluation of stochastic-based inference methods for Gaussian process models. Zbl 1294.62048
Filippone, M.; Zhong, M.; Girolami, M.
7
2013
Markov chain Monte Carlo inference for Markov jump processes via the linear noise approximation. Zbl 1353.60075
Stathopoulos, Vassilios; Girolami, Mark A.
7
2013
Learning and inference in computational systems biology. Zbl 1196.92018
Lawrence, Neil D. (ed.); Girolami, Mark (ed.); Rattray, Magnus (ed.); Sanguinetti, Guido (ed.)
6
2010
A variational method for learning sparse and overcomplete representations. Zbl 0993.68082
Girolami, Mark
6
2001
Zero variance differential geometric Markov chain Monte Carlo algorithms. Zbl 1327.60140
Papamarkou, Theodore; Mira, Antonietta; Girolami, Mark
6
2014
Information-geometric Markov chain Monte Carlo methods using diffusions. Zbl 1338.65018
Livingstone, Samuel; Girolami, Mark
5
2014
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
A Bayesian approach to multiscale inverse problems with on-the-fly scale determination. Zbl 1380.62109
Ellam, Louis; Zabaras, Nicholas; Girolami, Mark
5
2016
Variational Bayesian multinomial probit regression with Gaussian process priors. Zbl 1121.62027
Girolami, Mark; Rogers, Simon
4
2006
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.
3
2018
On the geometric ergodicity of Hamiltonian Monte Carlo. Zbl 1428.62375
Livingstone, Samuel; Betancourt, Michael; Byrne, Simon; Girolami, Mark
3
2019
A Bayesian conjugate gradient method (with discussion). Zbl 1430.62024
Cockayne, Jon; Oates, Chris J.; Ipsen, Ilse C. F.; Girolami, Mark
3
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
3
2019
Combining feature spaces for classification. Zbl 1175.68319
Damoulas, Theodoros; Girolami, Mark A.
2
2009
Latent variable models for the topographic organisation of discrete and strictly positive data. Zbl 1006.68771
Girolami, Mark
2
2002
Posterior inference for sparse hierarchical non-stationary models. Zbl 07212308
Monterrubio-Gómez, Karla; Roininen, Lassi; Wade, Sara; Damoulas, Theodoros; Girolami, Mark
2
2020
Special issue: Big data and predictive computational modeling. Zbl 1349.00279
Koutsourelakis, P. S.; Zabaras, N.; Girolami, M.
2
2016
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
Online learning with (multiple) kernels: a review. Zbl 1269.68079
Diethe, Tom; Girolami, Mark
2
2013
A first course in machine learning. 2nd edition. Zbl 1373.68006
Rogers, Simon; Girolami, Mark
1
2017
Advances in independent component analysis. Zbl 0966.68593
Girolami, Mark (ed.)
1
2000
Handbook of statistical systems biology. Zbl 1227.92027
Stumpf, Michael (ed.); Balding, David J. (ed.); Girolami, Mark (ed.)
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
Rejoinder: “Bayesian solution uncertainty quantification for differential equations”. Zbl 1357.62109
Chkrebtii, Oksana A.; Campbell, David A.; Calderhead, Ben; Girolami, Mark A.
1
2016
Posterior inference for sparse hierarchical non-stationary models. Zbl 07212308
Monterrubio-Gómez, Karla; Roininen, Lassi; Wade, Sara; Damoulas, Theodoros; Girolami, Mark
2
2020
Probabilistic integration: a role in statistical computation? Zbl 1420.62135
Briol, François-Xavier; Oates, Chris J.; Girolami, Mark; Osborne, Michael A.; Sejdinovic, Dino
22
2019
Bayesian probabilistic numerical methods. Zbl 1451.65179
Cockayne, Jon; Oates, Chris J.; Sullivan, T. J.; Girolami, Mark
16
2019
Hyperpriors for Matérn fields with applications in Bayesian inversion. Zbl 1454.60068
Roininen, Lassi; Girolami, Mark; Lasanen, Sari; Markkanen, Markku
7
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
On the geometric ergodicity of Hamiltonian Monte Carlo. Zbl 1428.62375
Livingstone, Samuel; Betancourt, Michael; Byrne, Simon; Girolami, Mark
3
2019
A Bayesian conjugate gradient method (with discussion). Zbl 1430.62024
Cockayne, Jon; Oates, Chris J.; Ipsen, Ilse C. F.; Girolami, Mark
3
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
3
2019
How deep are deep Gaussian processes? Zbl 06982345
Dunlop, Matthew M.; Girolami, Mark A.; Stuart, Andrew M.; Teckentrup, Aretha L.
9
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.
3
2018
Geometric MCMC for infinite-dimensional inverse problems. Zbl 1375.35627
Beskos, Alexandros; Girolami, Mark; Lan, Shiwei; Farrell, Patrick E.; Stuart, Andrew M.
21
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
15
2017
Control functionals for Monte Carlo integration. Zbl 1411.62088
Oates, Chris J.; Girolami, Mark; Chopin, Nicolas
12
2017
The geometric foundations of Hamiltonian Monte Carlo. Zbl 1380.60070
Betancourt, Michael; Byrne, Simon; Livingstone, Sam; Girolami, Mark
12
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.
29
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
7
2016
A Bayesian approach to multiscale inverse problems with on-the-fly scale determination. Zbl 1380.62109
Ellam, Louis; Zabaras, Nicholas; Girolami, Mark
5
2016
Special issue: Big data and predictive computational modeling. Zbl 1349.00279
Koutsourelakis, P. S.; Zabaras, N.; Girolami, M.
2
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
42
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
21
2015
Solving large-scale PDE-constrained Bayesian inverse problems with Riemann manifold Hamiltonian Monte Carlo. Zbl 1306.65269
Bui-Thanh, T.; Girolami, M.
17
2014
Langevin diffusions and the Metropolis-adjusted Langevin algorithm. Zbl 1298.60081
Xifara, T.; Sherlock, C.; Livingstone, S.; Byrne, S.; Girolami, M.
16
2014
Zero variance differential geometric Markov chain Monte Carlo algorithms. Zbl 1327.60140
Papamarkou, Theodore; Mira, Antonietta; Girolami, Mark
6
2014
Information-geometric Markov chain Monte Carlo methods using diffusions. Zbl 1338.65018
Livingstone, Samuel; Girolami, Mark
5
2014
Geodesic Monte Carlo on embedded manifolds. Zbl 1349.62186
Byrne, Simon; Girolami, Mark
16
2013
A comparative evaluation of stochastic-based inference methods for Gaussian process models. Zbl 1294.62048
Filippone, M.; Zhong, M.; Girolami, M.
7
2013
Markov chain Monte Carlo inference for Markov jump processes via the linear noise approximation. Zbl 1353.60075
Stathopoulos, Vassilios; Girolami, Mark A.
7
2013
Online learning with (multiple) kernels: a review. Zbl 1269.68079
Diethe, Tom; Girolami, Mark
2
2013
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
94
2011
Handbook of statistical systems biology. Zbl 1227.92027
Stumpf, Michael; Balding, David J.; Girolami, Mark
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
Learning and inference in computational systems biology. Zbl 1196.92018
Lawrence, Neil D.; Girolami, Mark; Rattray, Magnus; Sanguinetti, Guido
6
2010
Estimating Bayes factors via thermodynamic integration and population MCMC. Zbl 1453.62055
Calderhead, Ben; Girolami, Mark
26
2009
Combining feature spaces for classification. Zbl 1175.68319
Damoulas, Theodoros; Girolami, Mark A.
2
2009
Bayesian inference for differential equations. Zbl 1152.62016
Girolami, Mark
7
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
10
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
14
2001
An expectation-maximization approach to nonlinear component analysis. Zbl 1085.68646
Rosipal, Roman; Girolami, Mark
7
2001
A variational method for learning sparse and overcomplete representations. Zbl 0993.68082
Girolami, Mark
6
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
Girolami, Mark
1
2000
all top 5

Cited by 777 Authors

24 Girolami, Mark A.
12 Oates, Chris J.
9 Särkkä, Simo
9 Stuart, Andrew M.
7 Marzouk, Youssef M.
6 Friel, Nial
6 Karvonen, Toni
6 Tsionas, Mike G.
5 Bui-Thanh, Tan
5 Hennig, Philipp
5 Husmeier, Dirk
5 Lan, Shiwei
5 Shahbaba, Babak
5 Suykens, Johan A. K.
4 Aderhold, Andrej
4 Beskos, Alexandros
4 Cockayne, Jon
4 Cui, Tiangang
4 De Moor, Bart L. R.
4 Filippone, Maurizio
4 Ghanem, Roger G.
4 Ghattas, Omar N.
4 Grzegorczyk, Marco
4 Karniadakis, George Em
4 Koutsourelakis, Phaedon-Stelios
4 Owhadi, Houman
4 Perdikaris, Paris G.
4 Roininen, Lassi
4 Schwab, Christoph
4 Teckentrup, Aretha L.
4 Zabaras, Nicholas J.
3 Bardsley, Johnathan M.
3 Bou-Rabee, Nawaf M.
3 Cichocki, Andrzej
3 Duncan, Andrew B.
3 Dunlop, Matthew M.
3 Fearnhead, Paul
3 Hoang, Viet Ha
3 Hurn, Merrilee A.
3 Kanagawa, Motonobu
3 Selland Kleppe, Tore
3 Lasanen, Sari
3 Latz, Jonas
3 Lie, Han Cheng
3 Moulines, Eric
3 Osborne, Michael A.
3 Pereyra, Marcelo
3 Pettitt, Anthony N.
3 Pillai, Natesh S.
3 Reich, Sebastian
3 Roberts, Gareth O.
3 Sanguinetti, Guido
3 Sherlock, Chris
3 Soize, Christian
3 Xie, Shengli
3 Zhang, Cheng
2 Bartels, Simon
2 Bédard, Myléne
2 Beer, Michael A.
2 Belomestny, Denis
2 Borggaard, Jeff T.
2 Briol, François-Xavier
2 Byrne, Simon P. J.
2 Campbell, David A.
2 Chen, Peng
2 Christie, Mike
2 Clairon, Quentin
2 Conrad, Patrick R.
2 Cotter, Simon L.
2 d’Alché-Buc, Florence
2 Damoulas, Theodoros
2 Doucet, Arnaud
2 Durmus, Alain
2 Durrande, Nicolas
2 Eberle, Andreas
2 Everitt, Richard Geoffrey
2 Fox, Emily B.
2 Fujisawa, Hironori
2 Fukumizu, Kenji
2 Gao, Wenwu
2 Garbuno-Inigo, Alfredo
2 Giordano, Matteo
2 Glatt-Holtz, Nathan E.
2 Golchi, Shirin
2 Golightly, Andrew
2 Gretton, Arthur
2 Grigo, Constantin
2 Hasenauer, Jan
2 He, Zhaoshui
2 Herrmann, Lukas
2 Holbrook, Andrew J.
2 Hrafnkelsson, Birgir
2 Hug, Sabine
2 Iglesias, Marco A.
2 Iosipoi, Leonid
2 Ipsen, Ilse C. F.
2 Isomura, Takuya
2 Izzeldin, Marwan
2 Kawano, Shuichi
2 Kersting, Hans
...and 677 more Authors
all top 5

Cited in 106 Serials

56 Statistics and Computing
24 Journal of Computational Physics
22 SIAM/ASA Journal on Uncertainty Quantification
17 Computational Statistics and Data Analysis
14 SIAM Journal on Scientific Computing
13 Neural Computation
8 Inverse Problems
8 Journal of the American Statistical Association
8 Computational Statistics
8 Bayesian Analysis
7 Statistical Science
7 European Journal of Operational Research
6 Computer Methods in Applied Mechanics and Engineering
6 Statistics & Probability Letters
6 Machine Learning
6 Journal of Statistical Computation and Simulation
6 Pattern Recognition
6 Bernoulli
6 Journal of Machine Learning Research (JMLR)
5 Neural Networks
5 The Annals of Applied Probability
4 The Annals of Applied Statistics
3 Computers & Mathematics with Applications
3 Journal of Statistical Physics
3 Mathematical Biosciences
3 The Annals of Statistics
3 Journal of Statistical Planning and Inference
3 Monte Carlo Methods and Applications
3 Complexity
3 Computational Geosciences
3 Acta Numerica
3 Inverse Problems and Imaging
3 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences
2 Scandinavian Journal of Statistics
2 Mathematics of Computation
2 Journal of Computational and Applied Mathematics
2 Computational Mathematics and Modeling
2 Communications in Statistics. Simulation and Computation
2 SIAM Review
2 Soft Computing
2 SIAM Journal on Applied Dynamical Systems
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 Electronic Journal of Statistics
2 Statistics Surveys
2 Stochastic and Partial Differential Equations. Analysis and Computations
2 SIAM Journal on Mathematics of Data Science
1 Advances in Applied Probability
1 Journal of the Franklin Institute
1 Journal of Mathematical Analysis and Applications
1 Journal of Mathematical Biology
1 Psychometrika
1 Bulletin of Mathematical Biology
1 Biometrical Journal
1 BIT
1 Information Sciences
1 Journal of Applied Probability
1 Journal of Mathematical Psychology
1 Numerische Mathematik
1 Operations Research
1 SIAM Journal on Numerical Analysis
1 Theoretical Computer Science
1 Physica D
1 Acta Mathematicae Applicatae Sinica. English Series
1 Computational Mechanics
1 Signal Processing
1 Applied Mathematical Modelling
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 Erkenntnis
1 Journal of Biological Systems
1 Methodology and Computing in Applied Probability
1 Archives of Computational Methods in Engineering
1 Foundations of Computational Mathematics
1 Statistical Modelling
1 Entropy
1 Sādhanā
1 Multiscale Modeling & Simulation
1 International Journal of Wavelets, Multiresolution and Information Processing
1 Computational Management Science
1 Journal of Statistical Mechanics: Theory and Experiment
1 Science in China. Series F
1 Journal of Shanghai Jiaotong University (Science)
1 Inverse Problems in Science and Engineering
1 Journal of Physics A: Mathematical and Theoretical
1 Statistical Analysis and Data Mining
1 AStA. Advances in Statistical Analysis
1 SIAM Journal on Imaging Sciences
1 Mathematical Geosciences
1 Science China. Mathematics
1 Journal of Agricultural, Biological, and Environmental Statistics
1 Journal of Probability and Statistics
1 Sankhyā. Series A
...and 6 more Serials
all top 5

Cited in 35 Fields

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

Citations by Year