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Kohler, Michael

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Author ID: kohler.michael Recent zbMATH articles by "Kohler, Michael"
Published as: Kohler, Michael; Kohler, M.
Homepage: http://www3.mathematik.tu-darmstadt.de/hp/stochastik-homepages/kohler-michael/pu...
External Links: MGP
Documents Indexed: 91 Publications since 1997, including 6 Books

Publications by Year

Citations contained in zbMATH Open

66 Publications have been cited 693 times in 427 Documents Cited by Year
A distribution-free theory of nonparametric regression. Zbl 1021.62024
Györfi, László; Kohler, Michael; Krzyżak, Adam; Walk, Harro
283
2002
Prediction from randomly right censored data. Zbl 0992.62041
Kohler, Michael; Máthé, Kinga; Pintér, Márta
31
2002
Nonparametric regression estimation using penalized least squares. Zbl 1008.62580
Kohler, Michael; Krzyżak, Adam
30
2001
A dynamic look-ahead Monte Carlo algorithm for pricing Bermudan options. Zbl 1136.91010
Egloff, Daniel; Kohler, Michael; Todorovic, Nebojsa
22
2007
Inequalities for uniform deviations of averages from expectations with applications to nonparametric regression. Zbl 0982.62035
Kohler, Michael
22
2000
Pricing of high-dimensional American options by neural networks. Zbl 1195.91160
Kohler, Michael; Krzyżak, Adam; Todorovic, Nebojsa
17
2010
Rates of convergence for partitioning and nearest neighbor regression estimates with unbounded data. Zbl 1085.62041
Kohler, Michael; Krzyżak, Adam; Walk, Harro
14
2006
A review on regression-based Monte Carlo methods for pricing American options. Zbl 1203.91295
Kohler, Michael
13
2010
Nonparametric regression with additional measurement errors in the dependent variable. Zbl 1102.62035
Kohler, Michael
13
2006
Optimal global rates of convergence for nonparametric regression with unbounded data. Zbl 1153.62031
Kohler, Michael; Krzyżak, Adam; Walk, Harro
12
2009
Probability estimation with machine learning methods for dichotomous and multicategory outcome: theory. Zbl 1441.62404
Kruppa, Jochen; Liu, Yufeng; Biau, Gérard; Kohler, Michael; König, Inke R.; Malley, James D.; Ziegler, Andreas
11
2014
Weak and strong universal consistency of semi-recursive kernel and partitioning regression estimates. Zbl 0911.62032
Györfi, L.; Kohler, M.; Walk, H.
10
1998
Nonparametric estimation of conditional distributions. Zbl 1316.62047
Györfi, László; Kohler, Michael
10
2007
Nonparametric regression function estimation using interaction least squares splines and complexity regularization. Zbl 1093.62528
Kohler, Michael
9
1998
On deep learning as a remedy for the curse of dimensionality in nonparametric regression. Zbl 1421.62036
Bauer, Benedikt; Kohler, Michael
9
2019
Universally consistent regression function estimation using hierarchical \(B\)-splines. Zbl 0954.62051
Kohler, Michael
9
1999
Nonparametric regression based on hierarchical interaction models. Zbl 1366.62082
Kohler, Michael; Krzyżak, Adam
8
2017
Estimation of a density using real and artificial data. Zbl 1364.62083
Devroye, Luc; Felber, Tina; Kohler, Michael
8
2013
Universal consistency of local polynomial kernel regression estimates. Zbl 1047.62033
Kohler, Michael
8
2002
Adaptive regression estimation with multilayer feedforward neural networks. Zbl 1121.62043
Kohler, Michael; Krzyżak, Adam
7
2005
Optimal global rates of convergence for interpolation problems with random design. Zbl 1281.62121
Kohler, Michael; Krzyżak, Adam
7
2013
Optimal global rates of convergence for noiseless regression estimation problems with adaptively chosen design. Zbl 1360.62177
Kohler, Michael
7
2014
On the rate of convergence of local averaging plug-in classification rules under a margin condition. Zbl 1314.62142
Kohler, Michael; Krzyżak, Adam
6
2007
On the universal consistency of a least squares spline regression estimator. Zbl 0884.62044
Kohler, Michael
6
1997
Nonlinear orthogonal series estimates for random design regression. Zbl 1016.62040
Kohler, Michael
6
2003
Nonasymptotic bounds on the \(L_{2}\) error of neural network regression estimates. Zbl 1095.62113
Hamers, Michael; Kohler, Michael
5
2006
Lower bounds on the rate of convergence of nonparametric regression estimates. Zbl 0970.62029
Antos, András; Györfi, László; Kohler, Michael
5
2000
Smoothing spline regression estimation based on real and artificial data. Zbl 1333.62116
Furer, Dmytro; Kohler, Michael
5
2015
Estimation of a regression function by maxima of minima of linear functions. Zbl 1367.62085
Bagirov, Adil M.; Clausen, Conny; Kohler, Michael
5
2009
An algorithm for the estimation of a regression function by continuous piecewise linear functions. Zbl 1187.90267
Bagirov, Adil; Clausen, Conny; Kohler, Michael
5
2010
Nonparametric quantile estimation based on surrogate models. Zbl 1359.94377
Enss, Georg C.; Kohler, Michael; Krzyżak, Adam; Platz, Roland
5
2016
Application of structural risk minimization to multivariate smoothing spline regression estimates. Zbl 1003.62035
Kohler, Michael; Krzyżak, Adam; Schäfer, Dominik
5
2002
Strong consistency of automatic kernel regression estimates. Zbl 1049.62042
Kohler, Michael; Krzyżak, Adam; Walk, Harro
5
2003
Multivariate orthogonal series estimates for random design regression. Zbl 1140.62032
Kohler, Michael
4
2008
Pricing of American options in discrete time using least squares estimates with complexity penalties. Zbl 1244.62149
Kohler, Michael; Krzyżak, Adam
4
2012
Nonparametric estimation of a function from noiseless observations at random points. Zbl 1373.62122
Bauer, Benedikt; Devroye, Luc; Kohler, Michael; Krzyżak, Adam; Walk, Harro
4
2017
Estimation of a density in a simulation model. Zbl 1327.62238
Bott, Ann-Kathrin; Felber, Tina; Kohler, Michael
4
2015
Nonparametric estimation of piecewise smooth regression functions. Zbl 0915.62029
Kohler, Michael
4
1999
Analysis of the rate of convergence of least squares neural network regression estimates in case of measurement errors. Zbl 1218.62043
Kohler, Michael; Mehnert, Jens
4
2011
A bound on the expected maximal deviation of averages from their means. Zbl 1101.62325
Hamers, Michael; Kohler, Michael
4
2003
Estimation of a distribution from data with small measurement errors. Zbl 1293.62068
Bott, Ann-Kathrin; Devroye, Luc; Kohler, Michael
3
2013
Nonparametric quantile estimation using importance sampling. Zbl 1387.62052
Kohler, Michael; Krzyżak, Adam; Tent, Reinhard; Walk, Harro
3
2018
Adaptive density estimation based on real and artificial data. Zbl 1328.62231
Felber, Tina; Kohler, Michael; Krzyżak, Adam
3
2015
Adaptive density estimation from data with small measurement errors. Zbl 1359.62115
Felber, Tina; Kohler, Michael; Krzyżak, Adam
3
2015
\(L_1\)-consistent estimation of the density of residuals in random design regression models. Zbl 1229.62042
Devroye, Luc; Felber, Tina; Kohler, Michael; Krzyżak, Adam
3
2012
Nonparametric recursive quantile estimation. Zbl 1463.62093
Kohler, Michael; Krzyżak, Adam; Walk, Harro
3
2014
Analysis of least squares regression estimates in case of additional errors in the variables. Zbl 1197.62036
Fromkorth, Andreas; Kohler, Michael
2
2011
Asymptotic confidence intervals for Poisson regression. Zbl 1114.62052
Kohler, Michael; Krzyżak, Adam
2
2007
Weakly universally consistent forecasting of stationary and ergodic time series. Zbl 1365.62356
Jones, Daniel; Kohler, Michael; Walk, Harro
2
2012
An \(L_2\)-boosting algorithm for estimation of a regression function. Zbl 1366.62056
Bagirov, Adil M.; Clausen, Conny; Kohler, Michael
2
2010
Uncertainty quantification in case of imperfect models: a non-Bayesian approach. Zbl 1403.62077
Kohler, Michael; Krzyżak, Adam; Mallapur, Shashidhar; Platz, Roland
2
2018
Estimation of quantiles from data with additional measurement errors. Zbl 1392.62093
Hansmann, Matthias; Kohler, Michael
2
2017
Estimation of the essential supremum of a regression function. Zbl 1213.62068
Kohler, Michael; Krzyżak, Adam; Walk, Harro
2
2011
Nonparametric estimation of a conditional density. Zbl 1398.62081
Bott, Ann-Kathrin; Kohler, Michael
2
2017
Weakly universally consistent static forecasting of stationary and ergodic time series via local averaging and least squares estimates. Zbl 1279.62198
Felber, Tina; Jones, Daniel; Kohler, Michael; Walk, Harro
2
2013
Recent developments in applied probability and statistics. Dedicated to the memory of Jürgen Lehn. Zbl 1192.60004
Devroye, Luc (ed.); Karasözen, Bülent (ed.); Kohler, Michael (ed.); Korn, Ralf (ed.)
1
2010
Nonparametric estimation of non-stationary velocity fields from 3D particle tracking velocimetry data. Zbl 1243.62055
Kohler, Michael; Krzyżak, Adam
1
2012
Fixed-design regression estimation based on real and artificial data. Zbl 1297.62088
Furer, Dmytro; Kohler, Michael; Krzyżak, Adam
1
2013
On data-based optimal stopping under stationarity and ergodicity. Zbl 1273.62192
Kohler, Michael; Walk, Harro
1
2013
On the consistency of regression-based Monte Carlo methods for pricing Bermudan options in case of estimated financial models. Zbl 1331.91190
Fromkorth, Andreas; Kohler, Michael
1
2015
Upper bounds for Bermudan options on Markovian data using nonparametric regression and a reduced number of nested Monte Carlo steps. Zbl 1171.91341
Kohler, Michael; Krzyżak, Adam; Walk, Harro
1
2008
Estimation of the optimal design of a nonlinear parametric regression problem via Monte Carlo experiments. Zbl 1400.62163
Hertel, Ida; Kohler, Michael
1
2013
Estimation of a density from an imperfect simulation model. Zbl 1432.62086
Kohler, Michael; Krzyżak, Adam
1
2019
Adaptive estimation of quantiles in a simulation model. Zbl 1464.62251
Kohler, Michael; Krzyżak, Adam
1
2018
A statistical approach to case based reasoning, with application to breast cancer data. Zbl 0993.62036
Dippon, J.; Fritz, P.; Kohler, M.
1
2002
How well can a regression function be estimated if the distribution of the (random) design is concentrated on a finite set? Zbl 1045.62032
Hamers, Michael; Kohler, Michael
1
2004
On deep learning as a remedy for the curse of dimensionality in nonparametric regression. Zbl 1421.62036
Bauer, Benedikt; Kohler, Michael
9
2019
Estimation of a density from an imperfect simulation model. Zbl 1432.62086
Kohler, Michael; Krzyżak, Adam
1
2019
Nonparametric quantile estimation using importance sampling. Zbl 1387.62052
Kohler, Michael; Krzyżak, Adam; Tent, Reinhard; Walk, Harro
3
2018
Uncertainty quantification in case of imperfect models: a non-Bayesian approach. Zbl 1403.62077
Kohler, Michael; Krzyżak, Adam; Mallapur, Shashidhar; Platz, Roland
2
2018
Adaptive estimation of quantiles in a simulation model. Zbl 1464.62251
Kohler, Michael; Krzyżak, Adam
1
2018
Nonparametric regression based on hierarchical interaction models. Zbl 1366.62082
Kohler, Michael; Krzyżak, Adam
8
2017
Nonparametric estimation of a function from noiseless observations at random points. Zbl 1373.62122
Bauer, Benedikt; Devroye, Luc; Kohler, Michael; Krzyżak, Adam; Walk, Harro
4
2017
Estimation of quantiles from data with additional measurement errors. Zbl 1392.62093
Hansmann, Matthias; Kohler, Michael
2
2017
Nonparametric estimation of a conditional density. Zbl 1398.62081
Bott, Ann-Kathrin; Kohler, Michael
2
2017
Nonparametric quantile estimation based on surrogate models. Zbl 1359.94377
Enss, Georg C.; Kohler, Michael; Krzyżak, Adam; Platz, Roland
5
2016
Smoothing spline regression estimation based on real and artificial data. Zbl 1333.62116
Furer, Dmytro; Kohler, Michael
5
2015
Estimation of a density in a simulation model. Zbl 1327.62238
Bott, Ann-Kathrin; Felber, Tina; Kohler, Michael
4
2015
Adaptive density estimation based on real and artificial data. Zbl 1328.62231
Felber, Tina; Kohler, Michael; Krzyżak, Adam
3
2015
Adaptive density estimation from data with small measurement errors. Zbl 1359.62115
Felber, Tina; Kohler, Michael; Krzyżak, Adam
3
2015
On the consistency of regression-based Monte Carlo methods for pricing Bermudan options in case of estimated financial models. Zbl 1331.91190
Fromkorth, Andreas; Kohler, Michael
1
2015
Probability estimation with machine learning methods for dichotomous and multicategory outcome: theory. Zbl 1441.62404
Kruppa, Jochen; Liu, Yufeng; Biau, Gérard; Kohler, Michael; König, Inke R.; Malley, James D.; Ziegler, Andreas
11
2014
Optimal global rates of convergence for noiseless regression estimation problems with adaptively chosen design. Zbl 1360.62177
Kohler, Michael
7
2014
Nonparametric recursive quantile estimation. Zbl 1463.62093
Kohler, Michael; Krzyżak, Adam; Walk, Harro
3
2014
Estimation of a density using real and artificial data. Zbl 1364.62083
Devroye, Luc; Felber, Tina; Kohler, Michael
8
2013
Optimal global rates of convergence for interpolation problems with random design. Zbl 1281.62121
Kohler, Michael; Krzyżak, Adam
7
2013
Estimation of a distribution from data with small measurement errors. Zbl 1293.62068
Bott, Ann-Kathrin; Devroye, Luc; Kohler, Michael
3
2013
Weakly universally consistent static forecasting of stationary and ergodic time series via local averaging and least squares estimates. Zbl 1279.62198
Felber, Tina; Jones, Daniel; Kohler, Michael; Walk, Harro
2
2013
Fixed-design regression estimation based on real and artificial data. Zbl 1297.62088
Furer, Dmytro; Kohler, Michael; Krzyżak, Adam
1
2013
On data-based optimal stopping under stationarity and ergodicity. Zbl 1273.62192
Kohler, Michael; Walk, Harro
1
2013
Estimation of the optimal design of a nonlinear parametric regression problem via Monte Carlo experiments. Zbl 1400.62163
Hertel, Ida; Kohler, Michael
1
2013
Pricing of American options in discrete time using least squares estimates with complexity penalties. Zbl 1244.62149
Kohler, Michael; Krzyżak, Adam
4
2012
\(L_1\)-consistent estimation of the density of residuals in random design regression models. Zbl 1229.62042
Devroye, Luc; Felber, Tina; Kohler, Michael; Krzyżak, Adam
3
2012
Weakly universally consistent forecasting of stationary and ergodic time series. Zbl 1365.62356
Jones, Daniel; Kohler, Michael; Walk, Harro
2
2012
Nonparametric estimation of non-stationary velocity fields from 3D particle tracking velocimetry data. Zbl 1243.62055
Kohler, Michael; Krzyżak, Adam
1
2012
Analysis of the rate of convergence of least squares neural network regression estimates in case of measurement errors. Zbl 1218.62043
Kohler, Michael; Mehnert, Jens
4
2011
Analysis of least squares regression estimates in case of additional errors in the variables. Zbl 1197.62036
Fromkorth, Andreas; Kohler, Michael
2
2011
Estimation of the essential supremum of a regression function. Zbl 1213.62068
Kohler, Michael; Krzyżak, Adam; Walk, Harro
2
2011
Pricing of high-dimensional American options by neural networks. Zbl 1195.91160
Kohler, Michael; Krzyżak, Adam; Todorovic, Nebojsa
17
2010
A review on regression-based Monte Carlo methods for pricing American options. Zbl 1203.91295
Kohler, Michael
13
2010
An algorithm for the estimation of a regression function by continuous piecewise linear functions. Zbl 1187.90267
Bagirov, Adil; Clausen, Conny; Kohler, Michael
5
2010
An \(L_2\)-boosting algorithm for estimation of a regression function. Zbl 1366.62056
Bagirov, Adil M.; Clausen, Conny; Kohler, Michael
2
2010
Recent developments in applied probability and statistics. Dedicated to the memory of Jürgen Lehn. Zbl 1192.60004
Devroye, Luc; Karasözen, Bülent; Kohler, Michael; Korn, Ralf
1
2010
Optimal global rates of convergence for nonparametric regression with unbounded data. Zbl 1153.62031
Kohler, Michael; Krzyżak, Adam; Walk, Harro
12
2009
Estimation of a regression function by maxima of minima of linear functions. Zbl 1367.62085
Bagirov, Adil M.; Clausen, Conny; Kohler, Michael
5
2009
Multivariate orthogonal series estimates for random design regression. Zbl 1140.62032
Kohler, Michael
4
2008
Upper bounds for Bermudan options on Markovian data using nonparametric regression and a reduced number of nested Monte Carlo steps. Zbl 1171.91341
Kohler, Michael; Krzyżak, Adam; Walk, Harro
1
2008
A dynamic look-ahead Monte Carlo algorithm for pricing Bermudan options. Zbl 1136.91010
Egloff, Daniel; Kohler, Michael; Todorovic, Nebojsa
22
2007
Nonparametric estimation of conditional distributions. Zbl 1316.62047
Györfi, László; Kohler, Michael
10
2007
On the rate of convergence of local averaging plug-in classification rules under a margin condition. Zbl 1314.62142
Kohler, Michael; Krzyżak, Adam
6
2007
Asymptotic confidence intervals for Poisson regression. Zbl 1114.62052
Kohler, Michael; Krzyżak, Adam
2
2007
Rates of convergence for partitioning and nearest neighbor regression estimates with unbounded data. Zbl 1085.62041
Kohler, Michael; Krzyżak, Adam; Walk, Harro
14
2006
Nonparametric regression with additional measurement errors in the dependent variable. Zbl 1102.62035
Kohler, Michael
13
2006
Nonasymptotic bounds on the \(L_{2}\) error of neural network regression estimates. Zbl 1095.62113
Hamers, Michael; Kohler, Michael
5
2006
Adaptive regression estimation with multilayer feedforward neural networks. Zbl 1121.62043
Kohler, Michael; Krzyżak, Adam
7
2005
How well can a regression function be estimated if the distribution of the (random) design is concentrated on a finite set? Zbl 1045.62032
Hamers, Michael; Kohler, Michael
1
2004
Nonlinear orthogonal series estimates for random design regression. Zbl 1016.62040
Kohler, Michael
6
2003
Strong consistency of automatic kernel regression estimates. Zbl 1049.62042
Kohler, Michael; Krzyżak, Adam; Walk, Harro
5
2003
A bound on the expected maximal deviation of averages from their means. Zbl 1101.62325
Hamers, Michael; Kohler, Michael
4
2003
A distribution-free theory of nonparametric regression. Zbl 1021.62024
Györfi, László; Kohler, Michael; Krzyżak, Adam; Walk, Harro
283
2002
Prediction from randomly right censored data. Zbl 0992.62041
Kohler, Michael; Máthé, Kinga; Pintér, Márta
31
2002
Universal consistency of local polynomial kernel regression estimates. Zbl 1047.62033
Kohler, Michael
8
2002
Application of structural risk minimization to multivariate smoothing spline regression estimates. Zbl 1003.62035
Kohler, Michael; Krzyżak, Adam; Schäfer, Dominik
5
2002
A statistical approach to case based reasoning, with application to breast cancer data. Zbl 0993.62036
Dippon, J.; Fritz, P.; Kohler, M.
1
2002
Nonparametric regression estimation using penalized least squares. Zbl 1008.62580
Kohler, Michael; Krzyżak, Adam
30
2001
Inequalities for uniform deviations of averages from expectations with applications to nonparametric regression. Zbl 0982.62035
Kohler, Michael
22
2000
Lower bounds on the rate of convergence of nonparametric regression estimates. Zbl 0970.62029
Antos, András; Györfi, László; Kohler, Michael
5
2000
Universally consistent regression function estimation using hierarchical \(B\)-splines. Zbl 0954.62051
Kohler, Michael
9
1999
Nonparametric estimation of piecewise smooth regression functions. Zbl 0915.62029
Kohler, Michael
4
1999
Weak and strong universal consistency of semi-recursive kernel and partitioning regression estimates. Zbl 0911.62032
Györfi, L.; Kohler, M.; Walk, H.
10
1998
Nonparametric regression function estimation using interaction least squares splines and complexity regularization. Zbl 1093.62528
Kohler, Michael
9
1998
On the universal consistency of a least squares spline regression estimator. Zbl 0884.62044
Kohler, Michael
6
1997
all top 5

Cited by 611 Authors

55 Kohler, Michael
29 Krzyżak, Adam
21 Walk, Harro
13 Biau, Gérard
10 Mojirsheibani, Majid
9 Györfi, László
9 Steinwart, Ingo
8 Belomestny, Denis
8 Devroye, Luc P. J. A.
8 Gobet, Emmanuel
8 Ould-Saïd, Elias
6 Viallon, Vivian
5 Felber, Tina
5 Lin, Shaobo
5 Rafajłowicz, Ewaryst
5 Scornet, Erwan
5 Wilcox, Rand R.
4 Bott, Ann-Kathrin
4 Cadre, Benoît
4 Debbarh, Mohammed
4 Khardani, Salah
4 Migliorati, Giovanni
4 Nobile, Fabio
4 Schoenmakers, John G. M.
4 Vieu, Philippe
3 Amiri, Aboubacar
3 Bagirov, Adil M.
3 Bauer, Benedikt
3 Bouzebda, Salim
3 De Vito, Ernesto
3 Denis, Christophe
3 Griebel, Michael
3 Hamers, Michael
3 Jentzen, Arnulf
3 Krebs, Johannes T. N.
3 Laloë, Thomas
3 Lemdani, Mohamed
3 Ling, Nengxiang
3 Morvai, Gusztáv
3 Saracco, Jérôme
3 Shin, Yeonjong
3 Szepesvári, Csaba
3 Turkedjiev, Plamen
3 Wasserman, Larry Alan
3 Wegkamp, Marten H.
3 Weiss, Benjamin
3 Xiu, Dongbin
3 Yüksel, Serdar
3 Zanger, Daniel Z.
3 Zhou, Dingxuan
3 Ziegler, Andreas
2 Antos, András
2 Arlot, Sylvain
2 Audibert, Jean-Yves
2 Bayer, Christian
2 Becker, Sebastian
2 Bohn, Bastian
2 Bose, Arup
2 Bunea, Florentina
2 Caponnetto, Andrea
2 Cattaneo, Matias D.
2 Chaouch, Mohamed Ali
2 Cohen, Albert
2 Combettes, Patrick L.
2 Comte, Fabienne
2 Corona, Francesco
2 Egloff, Daniel
2 Exarchos, Ioannis
2 Farahmand, Amir-Massoud
2 Farrell, Max H.
2 Ferrario, Paola Gloria
2 Ferraty, Frédéric
2 Fischer, Aurélie
2 Fromkorth, Andreas
2 Furer, Dmytro
2 Gannoun, Ali
2 Ghosh, Sujit Kumar
2 Giordano, Francesco
2 Götz, Benedict
2 Guyader, Arnaud
2 Hall, Peter Gavin
2 Han, Bo
2 Hang, Hanyuan
2 Hansmann, Matthias
2 Hebiri, Mohamed
2 Horrigue, Walid
2 Hu, Shuhe
2 Huré, Côme
2 Jones, Daniel C.
2 Kara, Ali Devran
2 Khedher, Asma
2 Klock, Timo
2 König, Inke R.
2 Kruppa, Jochen
2 Lacour, Claire
2 Langer, Sophie
2 Lendasse, Amaury
2 Lepskiĭ, Oleg Vital’evich
2 Liang, Hanying
2 Liitiäinen, Elia
...and 511 more Authors
all top 5

Cited in 122 Serials

27 Journal of Multivariate Analysis
25 The Annals of Statistics
24 Statistics & Probability Letters
23 Electronic Journal of Statistics
21 Journal of Statistical Planning and Inference
19 Journal of Nonparametric Statistics
12 Annals of the Institute of Statistical Mathematics
11 Bernoulli
9 Biometrical Journal
9 Communications in Statistics. Theory and Methods
8 Metrika
7 Computational Statistics and Data Analysis
7 Quantitative Finance
6 Machine Learning
6 Journal of Machine Learning Research (JMLR)
6 Analysis and Applications (Singapore)
5 Journal of Mathematical Analysis and Applications
5 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
5 SIAM Journal on Numerical Analysis
5 Statistics
5 Neural Networks
5 The Annals of Applied Probability
5 Statistical Papers
5 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
4 The Canadian Journal of Statistics
4 Journal of Computational and Applied Mathematics
4 Mathematical Finance
4 International Journal of Applied Mathematics and Computer Science
4 Foundations of Computational Mathematics
4 Comptes Rendus. Mathématique. Académie des Sciences, Paris
3 Journal of Computational Physics
3 Applied Mathematics and Computation
3 Journal of Econometrics
3 Neural Computation
3 Journal of Statistical Computation and Simulation
3 SIAM Journal on Scientific Computing
3 Applied and Computational Harmonic Analysis
3 Mathematical Methods of Statistics
3 Monte Carlo Methods and Applications
3 Statistical Inference for Stochastic Processes
3 SIAM Journal on Financial Mathematics
2 Mathematical Notes
2 Scandinavian Journal of Statistics
2 Information Sciences
2 Journal of Computer and System Sciences
2 Mathematics of Operations Research
2 SIAM Journal on Control and Optimization
2 Journal of Complexity
2 Statistical Science
2 Journal of Theoretical Probability
2 Journal of Scientific Computing
2 Journal of Global Optimization
2 Communications in Statistics. Simulation and Computation
2 Pattern Recognition
2 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
2 Computational Optimization and Applications
2 Finance and Stochastics
2 Journal of Inequalities and Applications
2 Statistical Methodology
2 Proceedings of the Steklov Institute of Mathematics
2 ALEA. Latin American Journal of Probability and Mathematical Statistics
2 Journal of Statistical Theory and Practice
2 AStA. Advances in Statistical Analysis
1 Artificial Intelligence
1 Journal of the Franklin Institute
1 Mathematics of Computation
1 Theory of Probability and its Applications
1 The Annals of Probability
1 Journal of the American Statistical Association
1 Journal of Applied Probability
1 Journal of Approximation Theory
1 Theoretical Computer Science
1 Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete
1 Systems & Control Letters
1 Probability Theory and Related Fields
1 Sequential Analysis
1 Constructive Approximation
1 Computers & Operations Research
1 Computational Mechanics
1 Annals of Operations Research
1 Japan Journal of Industrial and Applied Mathematics
1 Numerical Algorithms
1 Computational Statistics
1 Computational Mathematics and Mathematical Physics
1 European Journal of Operational Research
1 International Journal of Computer Mathematics
1 SIAM Review
1 Stochastic Processes and their Applications
1 Mathematical Programming. Series A. Series B
1 SIAM Journal on Optimization
1 Test
1 International Journal of Computer Vision
1 Random Operators and Stochastic Equations
1 Lifetime Data Analysis
1 European Journal of Control
1 Optimization Methods & Software
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Proceedings of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences
1 International Journal of Theoretical and Applied Finance
1 Acta Mathematica Sinica. English Series
...and 22 more Serials

Citations by Year