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Kolchinskiĭ, Vladimir I’ich

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Author ID: koltchinskii.vladimir-i Recent zbMATH articles by "Kolchinskiĭ, Vladimir I'ich"
Published as: Kolchins’kij, V. I.; Kolchinskij, V. I.; Kolchinskyj, V. I.; Koltchinskii, V.; Koltchinskii, V. I.; Koltchinskii, Vladimir; Koltchinskii, Vladimir I.; Kolčinskii, V. I.
External Links: MGP · Math-Net.Ru · dblp
Documents Indexed: 109 Publications since 1977, including 4 Books
all top 5

Serials

14 The Annals of Statistics
8 Theory of Probability and Mathematical Statistics
3 Stochastic Processes and their Applications
3 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
3 Bernoulli
2 Doklady Akademii Nauk Ukrainskoĭ SSR, Seriya A
2 IEEE Transactions on Information Theory
2 The Annals of Probability
2 Journal of Statistical Planning and Inference
2 Journal of Theoretical Probability
2 Dopovidi Akademiï Nauk Ukraïns’koï RSR. Seriya A
2 Teoriya Veroyatnosteĭ i Matematicheskaya Statistika
2 Journal of Machine Learning Research (JMLR)
2 Oberwolfach Reports
1 Teoriya Veroyatnosteĭ i eë Primeneniya
1 Ukrainian Mathematical Journal
1 Theory of Probability and its Applications
1 Applied Mathematics and Computation
1 IEEE Transactions on Automatic Control
1 Journal of Multivariate Analysis
1 Kybernetika
1 Siberian Mathematical Journal
1 Probability Theory and Related Fields
1 Constructive Approximation
1 Statistical Science
1 The Annals of Applied Probability
1 IMRN. International Mathematics Research Notices
1 Linear Algebra and its Applications
1 Electronic Communications in Probability
1 Teoriya Ĭmovirnosteĭ ta Matematychna Statystyka
1 Journal of the European Mathematical Society (JEMS)
1 Butlletí de la Societat Catalana de Matemàtiques
1 Institute of Mathematical Statistics Lecture Notes - Monograph Series
1 Lecture Notes in Mathematics
1 Electronic Journal of Statistics
1 Sankhyā. Series A
1 Journal de l’École Polytechnique – Mathématiques

Publications by Year

Citations contained in zbMATH

69 Publications have been cited 1,075 times in 773 Documents Cited by Year
Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion. Zbl 1231.62097
Koltchinskii, Vladimir; Lounici, Karim; Tsybakov, Alexandre B.
110
2011
Local Rademacher complexities and oracle inequalities in risk minimization. (2004 IMS Medallion Lecture). (With discussions and rejoinder). Zbl 1118.62065
Koltchinskii, Vladimir
91
2006
Oracle inequalities in empirical risk minimization and sparse recovery problems. École d’Été de Probabilités de Saint-Flour XXXVIII-2008. Zbl 1223.91002
Koltchinskii, Vladimir
75
2011
\(M\)-estimation, convexity and quantiles. Zbl 0878.62037
Koltchinskii, V. I.
60
1997
Rademacher penalties and structural risk minimization. Zbl 1008.62614
Koltchinskii, Vladimir
53
2001
The Dantzig selector and sparsity oracle inequalities. Zbl 1452.62486
Koltchinskii, Vladimir
44
2009
Empirical margin distributions and bounding the generalization error of combined classifiers. Zbl 1012.62004
Koltchinskii, V.; Panchenko, D.
42
2002
Sparsity in penalized empirical risk minimization. Zbl 1168.62044
Koltchinskii, Vladimir
41
2009
On inverse problems with unknown operators. Zbl 1017.94508
Efromovich, Sam; Koltchinskii, Vladimir
40
2001
Concentration inequalities and asymptotic results for ratio type empirical processes. Zbl 1152.60021
Giné, Evarist; Koltchinskii, Vladimir
38
2006
Random matrix approximation of spectra of integral operators. Zbl 0949.60078
Koltchinskii, Vladimir; Giné, Evarist
37
2000
Bounding the smallest singular value of a random matrix without concentration. Zbl 1331.15027
Koltchinskii, Vladimir; Mendelson, Shahar
34
2015
Rademacher processes and bounding the risk of function learning. Zbl 1106.68385
Koltchinskii, Vladimir; Panchenko, Dmitriy
30
2000
Sparsity in multiple kernel learning. Zbl 1204.62086
Koltchinskii, Vladimir; Yuan, Ming
29
2010
Empirical graph Laplacian approximation of Laplace-Beltrami operators: large sample results. Zbl 1124.60030
Giné, Evarist; Koltchinskii, Vladimir
26
2006
Concentration inequalities and moment bounds for sample covariance operators. Zbl 1366.60057
Koltchinskii, Vladimir; Lounici, Karim
24
2017
Von Neumann entropy penalization and low-rank matrix estimation. Zbl 1246.62138
Koltchinskii, Vladimir
20
2011
Asymptotics and concentration bounds for bilinear forms of spectral projectors of sample covariance. Zbl 1353.62053
Koltchinskii, Vladimir; Lounici, Karim
18
2016
Improved sample complexity estimates for statistical learning control of uncertain systems. Zbl 0991.93130
Koltchinskii, V.; Abdallah, C. T.; Ariola, M.; Dorato, P.; Panchenko, D.
17
2000
Some local measures of complexity of convex hulls and generalization bounds. Zbl 1050.68055
Bousquet, Olivier; Koltchinskii, Vladimir; Panchenko, Dmitriy
15
2002
Komlós-Major-Tusnády approximation for the general empirical process and Haar expansions of classes of functions. Zbl 0810.60002
Koltchinskii, Vladimir I.
15
1994
Normal approximation and concentration of spectral projectors of sample covariance. Zbl 1367.62175
Koltchinskii, Vladimir; Lounici, Karim
14
2017
Weighted uniform consistency of kernel density estimators. Zbl 1052.62034
Giné, Evarist; Koltchinskii, Vladimir; Zinn, Joel
13
2004
Testing of spherical symmetry of a multivariate distribution. Zbl 1138.62328
Koltchinskii, V. I.; Li, Lang
12
1998
Sparse recovery in convex hulls via entropy penalization. Zbl 1269.62039
Koltchinskii, Vladimir
10
2009
Integral curves of noisy vector fields and statistical problems in diffusion tensor imaging: nonparametric kernel estimation and hypotheses testing. Zbl 1195.62040
Koltchinskii, Vladimir; Sakhanenko, Lyudmila; Cai, Songhe
10
2007
Kernel density estimators: convergence in distribution for weighted sup-norms. Zbl 1048.62041
Giné, Evarist; Koltchinskii, Vladimir; Sakhanenko, Lyudmila
10
2004
A note on the asymptotic distribution of Berk-Jones type statistics under the null hypothesis. Zbl 1042.62009
Wellner, Jon A.; Koltchinskii, Vladimir
10
2003
Ratio limit theorems for empirical processes. Zbl 1055.60019
Giné, Evarist; Koltchinskii, Vladimir; Wellner, Jon A.
9
2003
Empirical geometry of multivariate data: a deconvolution approach. Zbl 1105.62345
Koltchinskii, V. I.
9
2000
Bootstrap by sequential resampling. Zbl 0945.62014
Rao, C. Radhakrishna; Pathak, P. K.; Koltchinskii, V. I.
9
1997
Testing for ellipsoidal symmetry of a multivariate distribution. Zbl 0958.62056
Koltchinskii, Vladimir; Sakhanenko, Lyudmila
8
2000
New asymptotic results in principal component analysis. Zbl 06822893
Koltchinskii, Vladimir; Lounici, Karim
7
2017
A remark on low rank matrix recovery and noncommutative Bernstein type inequalities. Zbl 1327.62434
Koltchinskii, Vladimir
6
2013
Rademacher complexities and bounding the excess risk in active learning. Zbl 1242.62088
Koltchinskii, Vladimir
6
2010
Complexities of convex combinations and bounding the generalization error in classification. Zbl 1080.62045
Koltchinskii, Vladimir; Panchenko, Dmitry
6
2005
On spatial quantiles. Zbl 0965.62048
Koltchinskii, Vladimir; Dudley, Richard
5
2000
Asymptotics of spectral projections of some random matrices approximating integral operators. Zbl 0905.60003
Koltchinskii, Vladimir I.
5
1998
Efficient estimation of linear functionals of principal components. Zbl 1440.62232
Koltchinskii, Vladimir; Löffler, Matthias; Nickl, Richard
4
2020
Perturbation of linear forms of singular vectors under Gaussian noise. Zbl 1353.15034
Koltchinskii, Vladimir; Xia, Dong
4
2016
Estimation of low rank density matrices: bounds in Schatten norms and other distances. Zbl 1403.62104
Xia, Dong; Koltchinskii, Vladimir
4
2016
Optimal estimation of low rank density matrices. Zbl 1357.62221
Koltchinskii, Vladimir; Xia, Dong
4
2015
Exponential convergence rates in classification. Zbl 1137.68546
Koltchinskii, Vladimir; Beznosova, Olexandra
4
2005
Bahadur-Kiefer approximation for spatial quantiles. Zbl 0855.62035
Koltchinskii, V.
4
1994
On the central limit theorem for empirical measures. Zbl 0504.60024
Kolchinskij, V. I.
4
1982
Bounds on margin distributions in learning problems. Zbl 1031.60017
Koltchinskii, Vladimir
3
2003
Statistical learning methods in linear algebra and control problems: The example of finite-time control of uncertain linear systems. Zbl 1007.93064
Abdallah, C. T.; Amato, F.; Ariola, M.; Dorato, P.; Koltchinskii, V.
3
2002
Nonlinear transformations of empirical processes: Functional inverses and Bahadur-Kiefer representations. Zbl 0843.60035
Koltchinskii, V.
3
1994
Some limit theorems for empirical measures. Zbl 0486.60005
Kolchinskij, V. I.
3
1980
\(L_1\)-penalization in functional linear regression with subgaussian design. Zbl 1308.62143
Koltchinskii, Vladimir; Minsker, Stanislav
2
2014
Sharp oracle inequalities in low rank estimation. Zbl 1325.62112
Koltchinskii, Vladimir
2
2013
Sparse recovery problems in high dimensions: statistical inference and learning theory. Abstracts from the mini-workshop held March 15th – March 21st, 2009. Zbl 1177.62001
Bartlett, Peter L. (ed.); Koltchinskii, Vladimir (ed.); Tsybakov, Alexandre B. (ed.); Van De Geer, Sara (ed.)
2
2009
Bounding the generalization error of convex combinations of classifiers: Balancing the dimensionality and the margins. Zbl 1073.62535
Koltchinskii, Vladimir; Panchenko, Dmitriy; Lozano, Fernando
2
2003
Statistical-learning control of multiple-delay systems with application to ATM networks. Zbl 1265.93210
Abdallah, Chaouki T.; Ariola, Marco; Koltchinskii, Vladimir
2
2001
Statistical learning control of uncertain systems: theory and algorithms. Zbl 1052.93066
Koltchinskii, V.; Abdallah, C. T.; Ariola, M.; Dorato, P.
2
2001
Differentiability of inverse operators and limit theorems for inverse functions. Zbl 0916.60001
Koltchinskii, Vladimir I.
2
1998
The mathematical work of Evarist Giné. Zbl 1376.01013
Koltchinskii, Vladimir; Nickl, Richard; Van de Geer, Sara; Wellner, Jon A.
1
2016
Low rank estimation of smooth kernels on graphs. Zbl 1360.62272
Koltchinskii, Vladimir; Rangel, Pedro
1
2013
Low rank estimation of similarities on graphs. Zbl 1329.62261
Koltchinskii, Vladimir; Rangel, Pedro
1
2013
Asymptotics of statistical estimators of integral curves. Zbl 1243.62042
Koltchinskii, Vladimir; Sakhanenko, Lyudmila
1
2009
Generalization bounds for voting classifiers based on sparsity and clustering. Zbl 1274.68328
Koltchinskii, Vladimir; Panchenko, Dmitry; Andonova, Savina
1
2003
Convergence in distribution of self-normalized sup-norms of kernel density estimators. Zbl 1042.62046
Giné, Evarist; Koltchinskii, Vladimir; Sakhanenko, Lyudmila
1
2003
Further explanation of the effectiveness of voting methods: The game between margins and weights. Zbl 0992.68511
Koltchinskii, Vladimir; Panchenko, Dmitriy; Lozano, Fernando
1
2001
M-estimation and spatial quantiles. Zbl 0844.62034
Koltchinskii, V.
1
1996
Envelop moments conditions and Donsker classes. Zbl 0941.60059
Dudley, R. M.; Kolchinskyj, V. I.
1
1994
Rates of convergence in the invariance principle for empirical processes. Zbl 0786.60039
Kolchinskij, V. I.
1
1991
Accuracy of the approximation of an empirical process by a Brownian bridge. Zbl 0786.60040
Kolchinskij, V. I.
1
1991
Functional limit theorems and empirical entropy. II. Zbl 0633.60051
Kolchinskij, V. I.
1
1987
On the central limit theorem for empirical measures. Zbl 0478.60039
Kolchinskij, V. I.
1
1981
Efficient estimation of linear functionals of principal components. Zbl 1440.62232
Koltchinskii, Vladimir; Löffler, Matthias; Nickl, Richard
4
2020
Concentration inequalities and moment bounds for sample covariance operators. Zbl 1366.60057
Koltchinskii, Vladimir; Lounici, Karim
24
2017
Normal approximation and concentration of spectral projectors of sample covariance. Zbl 1367.62175
Koltchinskii, Vladimir; Lounici, Karim
14
2017
New asymptotic results in principal component analysis. Zbl 06822893
Koltchinskii, Vladimir; Lounici, Karim
7
2017
Asymptotics and concentration bounds for bilinear forms of spectral projectors of sample covariance. Zbl 1353.62053
Koltchinskii, Vladimir; Lounici, Karim
18
2016
Perturbation of linear forms of singular vectors under Gaussian noise. Zbl 1353.15034
Koltchinskii, Vladimir; Xia, Dong
4
2016
Estimation of low rank density matrices: bounds in Schatten norms and other distances. Zbl 1403.62104
Xia, Dong; Koltchinskii, Vladimir
4
2016
The mathematical work of Evarist Giné. Zbl 1376.01013
Koltchinskii, Vladimir; Nickl, Richard; Van de Geer, Sara; Wellner, Jon A.
1
2016
Bounding the smallest singular value of a random matrix without concentration. Zbl 1331.15027
Koltchinskii, Vladimir; Mendelson, Shahar
34
2015
Optimal estimation of low rank density matrices. Zbl 1357.62221
Koltchinskii, Vladimir; Xia, Dong
4
2015
\(L_1\)-penalization in functional linear regression with subgaussian design. Zbl 1308.62143
Koltchinskii, Vladimir; Minsker, Stanislav
2
2014
A remark on low rank matrix recovery and noncommutative Bernstein type inequalities. Zbl 1327.62434
Koltchinskii, Vladimir
6
2013
Sharp oracle inequalities in low rank estimation. Zbl 1325.62112
Koltchinskii, Vladimir
2
2013
Low rank estimation of smooth kernels on graphs. Zbl 1360.62272
Koltchinskii, Vladimir; Rangel, Pedro
1
2013
Low rank estimation of similarities on graphs. Zbl 1329.62261
Koltchinskii, Vladimir; Rangel, Pedro
1
2013
Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion. Zbl 1231.62097
Koltchinskii, Vladimir; Lounici, Karim; Tsybakov, Alexandre B.
110
2011
Oracle inequalities in empirical risk minimization and sparse recovery problems. École d’Été de Probabilités de Saint-Flour XXXVIII-2008. Zbl 1223.91002
Koltchinskii, Vladimir
75
2011
Von Neumann entropy penalization and low-rank matrix estimation. Zbl 1246.62138
Koltchinskii, Vladimir
20
2011
Sparsity in multiple kernel learning. Zbl 1204.62086
Koltchinskii, Vladimir; Yuan, Ming
29
2010
Rademacher complexities and bounding the excess risk in active learning. Zbl 1242.62088
Koltchinskii, Vladimir
6
2010
The Dantzig selector and sparsity oracle inequalities. Zbl 1452.62486
Koltchinskii, Vladimir
44
2009
Sparsity in penalized empirical risk minimization. Zbl 1168.62044
Koltchinskii, Vladimir
41
2009
Sparse recovery in convex hulls via entropy penalization. Zbl 1269.62039
Koltchinskii, Vladimir
10
2009
Sparse recovery problems in high dimensions: statistical inference and learning theory. Abstracts from the mini-workshop held March 15th – March 21st, 2009. Zbl 1177.62001
Bartlett, Peter L. (ed.); Koltchinskii, Vladimir (ed.); Tsybakov, Alexandre B. (ed.); Van De Geer, Sara (ed.)
2
2009
Asymptotics of statistical estimators of integral curves. Zbl 1243.62042
Koltchinskii, Vladimir; Sakhanenko, Lyudmila
1
2009
Integral curves of noisy vector fields and statistical problems in diffusion tensor imaging: nonparametric kernel estimation and hypotheses testing. Zbl 1195.62040
Koltchinskii, Vladimir; Sakhanenko, Lyudmila; Cai, Songhe
10
2007
Local Rademacher complexities and oracle inequalities in risk minimization. (2004 IMS Medallion Lecture). (With discussions and rejoinder). Zbl 1118.62065
Koltchinskii, Vladimir
91
2006
Concentration inequalities and asymptotic results for ratio type empirical processes. Zbl 1152.60021
Giné, Evarist; Koltchinskii, Vladimir
38
2006
Empirical graph Laplacian approximation of Laplace-Beltrami operators: large sample results. Zbl 1124.60030
Giné, Evarist; Koltchinskii, Vladimir
26
2006
Complexities of convex combinations and bounding the generalization error in classification. Zbl 1080.62045
Koltchinskii, Vladimir; Panchenko, Dmitry
6
2005
Exponential convergence rates in classification. Zbl 1137.68546
Koltchinskii, Vladimir; Beznosova, Olexandra
4
2005
Weighted uniform consistency of kernel density estimators. Zbl 1052.62034
Giné, Evarist; Koltchinskii, Vladimir; Zinn, Joel
13
2004
Kernel density estimators: convergence in distribution for weighted sup-norms. Zbl 1048.62041
Giné, Evarist; Koltchinskii, Vladimir; Sakhanenko, Lyudmila
10
2004
A note on the asymptotic distribution of Berk-Jones type statistics under the null hypothesis. Zbl 1042.62009
Wellner, Jon A.; Koltchinskii, Vladimir
10
2003
Ratio limit theorems for empirical processes. Zbl 1055.60019
Giné, Evarist; Koltchinskii, Vladimir; Wellner, Jon A.
9
2003
Bounds on margin distributions in learning problems. Zbl 1031.60017
Koltchinskii, Vladimir
3
2003
Bounding the generalization error of convex combinations of classifiers: Balancing the dimensionality and the margins. Zbl 1073.62535
Koltchinskii, Vladimir; Panchenko, Dmitriy; Lozano, Fernando
2
2003
Generalization bounds for voting classifiers based on sparsity and clustering. Zbl 1274.68328
Koltchinskii, Vladimir; Panchenko, Dmitry; Andonova, Savina
1
2003
Convergence in distribution of self-normalized sup-norms of kernel density estimators. Zbl 1042.62046
Giné, Evarist; Koltchinskii, Vladimir; Sakhanenko, Lyudmila
1
2003
Empirical margin distributions and bounding the generalization error of combined classifiers. Zbl 1012.62004
Koltchinskii, V.; Panchenko, D.
42
2002
Some local measures of complexity of convex hulls and generalization bounds. Zbl 1050.68055
Bousquet, Olivier; Koltchinskii, Vladimir; Panchenko, Dmitriy
15
2002
Statistical learning methods in linear algebra and control problems: The example of finite-time control of uncertain linear systems. Zbl 1007.93064
Abdallah, C. T.; Amato, F.; Ariola, M.; Dorato, P.; Koltchinskii, V.
3
2002
Rademacher penalties and structural risk minimization. Zbl 1008.62614
Koltchinskii, Vladimir
53
2001
On inverse problems with unknown operators. Zbl 1017.94508
Efromovich, Sam; Koltchinskii, Vladimir
40
2001
Statistical-learning control of multiple-delay systems with application to ATM networks. Zbl 1265.93210
Abdallah, Chaouki T.; Ariola, Marco; Koltchinskii, Vladimir
2
2001
Statistical learning control of uncertain systems: theory and algorithms. Zbl 1052.93066
Koltchinskii, V.; Abdallah, C. T.; Ariola, M.; Dorato, P.
2
2001
Further explanation of the effectiveness of voting methods: The game between margins and weights. Zbl 0992.68511
Koltchinskii, Vladimir; Panchenko, Dmitriy; Lozano, Fernando
1
2001
Random matrix approximation of spectra of integral operators. Zbl 0949.60078
Koltchinskii, Vladimir; Giné, Evarist
37
2000
Rademacher processes and bounding the risk of function learning. Zbl 1106.68385
Koltchinskii, Vladimir; Panchenko, Dmitriy
30
2000
Improved sample complexity estimates for statistical learning control of uncertain systems. Zbl 0991.93130
Koltchinskii, V.; Abdallah, C. T.; Ariola, M.; Dorato, P.; Panchenko, D.
17
2000
Empirical geometry of multivariate data: a deconvolution approach. Zbl 1105.62345
Koltchinskii, V. I.
9
2000
Testing for ellipsoidal symmetry of a multivariate distribution. Zbl 0958.62056
Koltchinskii, Vladimir; Sakhanenko, Lyudmila
8
2000
On spatial quantiles. Zbl 0965.62048
Koltchinskii, Vladimir; Dudley, Richard
5
2000
Testing of spherical symmetry of a multivariate distribution. Zbl 1138.62328
Koltchinskii, V. I.; Li, Lang
12
1998
Asymptotics of spectral projections of some random matrices approximating integral operators. Zbl 0905.60003
Koltchinskii, Vladimir I.
5
1998
Differentiability of inverse operators and limit theorems for inverse functions. Zbl 0916.60001
Koltchinskii, Vladimir I.
2
1998
\(M\)-estimation, convexity and quantiles. Zbl 0878.62037
Koltchinskii, V. I.
60
1997
Bootstrap by sequential resampling. Zbl 0945.62014
Rao, C. Radhakrishna; Pathak, P. K.; Koltchinskii, V. I.
9
1997
M-estimation and spatial quantiles. Zbl 0844.62034
Koltchinskii, V.
1
1996
Komlós-Major-Tusnády approximation for the general empirical process and Haar expansions of classes of functions. Zbl 0810.60002
Koltchinskii, Vladimir I.
15
1994
Bahadur-Kiefer approximation for spatial quantiles. Zbl 0855.62035
Koltchinskii, V.
4
1994
Nonlinear transformations of empirical processes: Functional inverses and Bahadur-Kiefer representations. Zbl 0843.60035
Koltchinskii, V.
3
1994
Envelop moments conditions and Donsker classes. Zbl 0941.60059
Dudley, R. M.; Kolchinskyj, V. I.
1
1994
Rates of convergence in the invariance principle for empirical processes. Zbl 0786.60039
Kolchinskij, V. I.
1
1991
Accuracy of the approximation of an empirical process by a Brownian bridge. Zbl 0786.60040
Kolchinskij, V. I.
1
1991
Functional limit theorems and empirical entropy. II. Zbl 0633.60051
Kolchinskij, V. I.
1
1987
On the central limit theorem for empirical measures. Zbl 0504.60024
Kolchinskij, V. I.
4
1982
On the central limit theorem for empirical measures. Zbl 0478.60039
Kolchinskij, V. I.
1
1981
Some limit theorems for empirical measures. Zbl 0486.60005
Kolchinskij, V. I.
3
1980
all top 5

Cited by 1,060 Authors

28 Kolchinskiĭ, Vladimir I’ich
23 Tsybakov, Alexandre B.
21 Mendelson, Shahar
19 Van de Geer, Sara Anna
18 Lecué, Guillaume
12 Alquier, Pierre
12 Nickl, Richard
10 Fan, Jianqing
10 Wainwright, Martin J.
9 Cai, Tony Tony
9 Chernozhukov, Victor
9 Dalalyan, Arnak S.
9 Klopp, Olga
9 Lounici, Karim
8 Giné-Masdéu, Evarist
8 Sakhanenko, Lyudmila
8 Serfling, Robert J.
8 Zhang, Cun-Hui
7 Bühlmann, Peter
7 Johannes, Jan
7 Lian, Heng
7 Lugosi, Gábor
7 Mohri, Mehryar
7 Yuan, Ming
7 Zhou, Dingxuan
6 Bartlett, Peter L.
6 Belloni, Alexandre
6 Boucheron, Stéphane Vincent
6 Clémençon, Stéphan
6 Kato, Kengo
6 Lv, Shaogao
6 Massart, Pascal
6 Tempo, Roberto
6 Tikhomirov, Konstantin E.
6 Wegkamp, Marten H.
6 Yu, Bin
6 Zhang, Tong
6 Zhivotovskiy, Nikita
5 Bousquet, Olivier
5 Bunea, Florentina
5 Butucea, Cristina
5 Chaudhuri, Probal
5 Chetverikov, Denis
5 Hanneke, Steve
5 Loustau, Sébastien
5 Marteau, Clément
5 Mason, David M.
5 Minsker, Stanislav
5 Paindaveine, Davy
5 Reiß, Markus
5 Rigollet, Philippe
5 Šiman, Miroslav
5 Zhou, Harrison H.
4 Arlot, Sylvain
4 Bahmani, Sohail
4 Bertail, Patrice
4 Chen, Yuxin
4 Dabbene, Fabrizio
4 Gao, Daqi
4 Hebiri, Mohamed
4 Lerasle, Matthieu
4 Meintanis, Simos G.
4 Paris, Quentin
4 Pathak, Pramod K.
4 Picard, Dominique B.
4 Romberg, Justin K.
4 Rosasco, Lorenzo A.
4 Sun, Tingni
4 Suzuki, Taiji
4 Wang, Kaizheng
4 Wang, Zhe
4 Wellner, Jon August
4 Xia, Dong
4 Ying, Yiming
3 Abdallah, Chaouki Tanios
3 Anguita, Davide
3 Ariola, Marco
3 Baraud, Yannick
3 Bellec, Pierre C.
3 Blanchard, Gilles
3 Calafiore, Giuseppe Carlo
3 Campi, Marco Claudio
3 Chakraborty, Biman
3 Chaouch, Mohamed Ali
3 Chatterjee, Sourav
3 Chesneau, Christophe
3 Dang, Xin
3 De Vito, Ernesto
3 Donoho, David Leigh
3 Gaïffas, Stéphane
3 Giraud, Christophe
3 Guo, Zheng-Chu
3 Guta, Madalin I.
3 Horowitz, Joel L.
3 Ingster, Yuriĭ Izmaĭlovich
3 Jin, Rong
3 Kerkyacharian, Gérard
3 Lepskiĭ, Oleg Vital’evich
3 Li, Luoqing
3 Ling, Shuyang
...and 960 more Authors
all top 5

Cited in 157 Serials

151 The Annals of Statistics
73 Electronic Journal of Statistics
43 Bernoulli
32 Journal of Multivariate Analysis
22 Probability Theory and Related Fields
17 Journal of Machine Learning Research (JMLR)
15 Journal of Statistical Planning and Inference
13 Applied and Computational Harmonic Analysis
12 Statistics & Probability Letters
11 Statistical Science
11 Machine Learning
10 Journal of the American Statistical Association
9 Automatica
9 Stochastic Processes and their Applications
8 Journal of Econometrics
8 Computational Statistics and Data Analysis
7 The Annals of Probability
7 Statistics
7 Neural Computation
7 Communications in Statistics. Theory and Methods
7 Linear Algebra and its Applications
7 Foundations of Computational Mathematics
6 Annals of the Institute of Statistical Mathematics
6 Journal of Computer and System Sciences
6 Theoretical Computer Science
6 Neural Networks
6 Mathematical Programming. Series A. Series B
6 Test
6 Mathematical Methods of Statistics
6 Journal of Nonparametric Statistics
6 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
6 Analysis and Applications (Singapore)
5 Journal of Complexity
5 Pattern Recognition
5 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
4 Journal of Statistical Computation and Simulation
4 Advances in Computational Mathematics
4 The Journal of Fourier Analysis and Applications
4 Econometric Theory
4 Sankhyā. Series A
4 Information and Inference
3 Discrete Applied Mathematics
3 Scandinavian Journal of Statistics
3 Theory of Probability and its Applications
3 Information Sciences
3 Kybernetika
3 Constructive Approximation
3 Computational Statistics
3 Statistical Inference for Stochastic Processes
3 Journal of the European Mathematical Society (JEMS)
3 Statistical Methodology
3 The Annals of Applied Statistics
3 SIAM Journal on Imaging Sciences
3 Random Matrices: Theory and Applications
2 Inverse Problems
2 Information Processing Letters
2 Israel Journal of Mathematics
2 Applied Mathematics and Computation
2 Journal of Approximation Theory
2 Proceedings of the American Mathematical Society
2 Insurance Mathematics & Economics
2 Journal of Theoretical Probability
2 Science in China. Series A
2 Random Structures & Algorithms
2 The Annals of Applied Probability
2 Automation and Remote Control
2 SIAM Journal on Mathematical Analysis
2 Computational Optimization and Applications
2 Statistical Papers
2 Annals of Mathematics and Artificial Intelligence
2 Electronic Journal of Probability
2 European Journal of Control
2 Abstract and Applied Analysis
2 Journal of the Royal Statistical Society. Series B. Statistical Methodology
2 Acta Mathematica Sinica. English Series
2 Scandinavian Actuarial Journal
2 Comptes Rendus. Mathématique. Académie des Sciences, Paris
2 Statistical Methods and Applications
2 Journal of the Korean Statistical Society
2 Probability Surveys
2 Science China. Mathematics
2 Journal of Probability and Statistics
2 Statistics and Computing
1 Advances in Applied Probability
1 International Journal of Control
1 International Journal of Systems Science
1 Journal of Mathematical Analysis and Applications
1 Linear and Multilinear Algebra
1 Nonlinearity
1 Problems of Information Transmission
1 Rocky Mountain Journal of Mathematics
1 Russian Mathematical Surveys
1 Studia Mathematica
1 Zhurnal Vychislitel’noĭ Matematiki i Matematicheskoĭ Fiziki
1 Advances in Mathematics
1 Biometrics
1 Inventiones Mathematicae
1 Journal of Applied Probability
1 Journal of Optimization Theory and Applications
1 Monatshefte für Mathematik
...and 57 more Serials

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