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Mendelson, Shahar

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Author ID: mendelson.shahar Recent zbMATH articles by "Mendelson, Shahar"
Published as: Mendelson, Shahar; Mendelson, S.
Homepage: http://www.lpsm.paris/pageperso/mendelson/
External Links: MGP · Wikidata · ORCID · dblp
Documents Indexed: 94 Publications since 2001, including 2 Books
all top 5

Serials

8 The Annals of Statistics
6 Probability Theory and Related Fields
6 Bernoulli
5 Journal of Machine Learning Research (JMLR)
4 Journal of the European Mathematical Society (JEMS)
3 IEEE Transactions on Information Theory
3 The Annals of Probability
2 Israel Journal of Mathematics
2 Studia Mathematica
2 Journal of Functional Analysis
2 Journal of Complexity
2 Neural Computation
2 Geometric and Functional Analysis. GAFA
2 Electronic Communications in Probability
2 Positivity
2 Journal of the ACM
1 Communications on Pure and Applied Mathematics
1 Advances in Mathematics
1 Inventiones Mathematicae
1 Journal of Approximation Theory
1 Mathematische Annalen
1 Proceedings of the American Mathematical Society
1 Combinatorica
1 Constructive Approximation
1 Discrete & Computational Geometry
1 Revista Matemática Iberoamericana
1 Journal of Theoretical Probability
1 Random Structures & Algorithms
1 The Annals of Applied Probability
1 IMRN. International Mathematics Research Notices
1 Stochastic Processes and their Applications
1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
1 Applied and Computational Harmonic Analysis
1 Electronic Journal of Probability
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Communications in Contemporary Mathematics
1 Foundations of Computational Mathematics
1 Comptes Rendus. Mathématique. Académie des Sciences, Paris
1 Lecture Notes in Computer Science
1 Lecture Notes in Mathematics

Publications by Year

Citations contained in zbMATH Open

75 Publications have been cited 1,080 times in 648 Documents Cited by Year
Rademacher and Gaussian complexities: risk bounds and structural results. Zbl 1084.68549
Bartlett, Peter L.; Mendelson, Shahar
141
2003
Local Rademacher complexities. Zbl 1083.62034
Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
97
2005
A probabilistic approach to the geometry of the \(\ell^n_p\)-ball. Zbl 1071.60010
Barthe, Franck; Guédon, Olivier; Mendelson, Shahar; Naor, Assaf
74
2005
Reconstruction and subgaussian operators in asymptotic geometric analysis. Zbl 1163.46008
Mendelson, Shahar; Pajor, Alain; Tomczak-Jaegermann, Nicole
50
2007
Learning without concentration. Zbl 1333.68232
Mendelson, Shahar
41
2015
Uniform uncertainty principle for Bernoulli and subgaussian ensembles. Zbl 1230.46011
Mendelson, Shahar; Pajor, Alain; Tomczak-Jaegermann, Nicole
38
2008
Empirical minimization. Zbl 1142.62348
Bartlett, Peter L.; Mendelson, Shahar
38
2006
Suprema of chaos processes and the restricted isometry property. Zbl 1310.94024
Krahmer, Felix; Mendelson, Shahar; Rauhut, Holger
37
2014
Bounding the smallest singular value of a random matrix without concentration. Zbl 1331.15027
Koltchinskii, Vladimir; Mendelson, Shahar
36
2015
Regularization in kernel learning. Zbl 1191.68356
Mendelson, Shahar; Neeman, Joseph
30
2010
A few notes on statistical learning theory. Zbl 1019.68093
Mendelson, Shahar
27
2003
Entropy and the combinatorial dimension. Zbl 1039.60016
Mendelson, S.; Vershynin, R.
23
2003
Sparse recovery under weak moment assumptions. Zbl 1414.62135
Lecué, Guillaume; Mendelson, Shahar
23
2017
Complexity measures of sign matrices. Zbl 1164.68006
Linial, Nati; Mendelson, Shahar; Schechtman, Gideon; Shraibman, Adi
21
2007
Empirical processes and random projections. Zbl 1079.60033
Klartag, B.; Mendelson, S.
20
2005
Aggregation via empirical risk minimization. Zbl 1206.62094
Lecué, Guillaume; Mendelson, Shahar
18
2009
Sub-Gaussian estimators of the mean of a random vector. Zbl 1417.62192
Lugosi, Gábor; Mendelson, Shahar
18
2019
On the performance of kernel classes. Zbl 1083.68097
Mendelson, Shahar
18
2004
\(\ell _{1}\)-regularized linear regression: persistence and oracle inequalities. Zbl 1395.62207
Bartlett, Peter L.; Mendelson, Shahar; Neeman, Joseph
18
2012
Empirical processes with a bounded \(\psi_1\) diameter. Zbl 1204.60042
Mendelson, Shahar
17
2010
Improving the sample complexity using global data. Zbl 1061.68128
Mendelson, Shahar
17
2002
On singular values of matrices with independent rows. Zbl 1138.60328
Mendelson, Shahar; Pajor, Alain
15
2006
Rademacher averages and phase transitions in Glivenko-Cantelli classes. Zbl 1059.60027
Mendelson, Shahar
12
2002
Geometric parameters of kernel machines. Zbl 1050.68070
Mendelson, Shahar
11
2002
Gaussian averages of interpolated bodies and applications to approximate reconstruction. Zbl 1148.60003
Gordon, Y.; Litvak, A. E.; Mendelson, S.; Pajor, A.
11
2007
A remark on the diameter of random sections of convex bodies. Zbl 1317.52011
Mendelson, Shahar
11
2014
On the singular values of random matrices. Zbl 1290.60006
Mendelson, Shahar; Paouris, Grigoris
11
2014
Regularization and the small-ball method. I: Sparse recovery. Zbl 1403.60085
Lecué, Guillaume; Mendelson, Shahar
11
2018
Subspaces and orthogonal decompositions generated by bounded orthogonal systems. Zbl 1126.46007
Guédon, Olivier; Mendelson, Shahar; Pajor, Alain; Tomczak-Jaegermann, Nicole
10
2007
Localized Rademacher complexities. Zbl 1050.68054
Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
9
2002
Upper bounds on product and multiplier empirical processes. Zbl 1386.60077
Mendelson, Shahar
9
2016
On generic chaining and the smallest singular value of random matrices with heavy tails. Zbl 1242.60008
Mendelson, Shahar; Paouris, Grigoris
9
2012
Obtaining fast error rates in nonconvex situations. Zbl 1338.60112
Mendelson, Shahar
7
2008
Lower bounds for the empirical minimization algorithm. Zbl 1328.68332
Mendelson, Shahar
7
2008
Rademacher and Gaussian complexities: Risk bounds and structural results. Zbl 0992.68106
Bartlett, Peter L.; Mendelson, Shahar
7
2001
The geometry of random \(\{-1,1\}\)-polytopes. Zbl 1081.52005
Mendelson, S.; Pajor, A.; Rudelson, M.
7
2005
On the optimality of the aggregate with exponential weights for low temperatures. Zbl 1456.62136
Lecué, Guillaume; Mendelson, Shahar
7
2013
Learning without concentration for general loss functions. Zbl 1393.62038
Mendelson, Shahar
7
2018
Majorizing measures and proportional subsets of bounded orthonormal systems. Zbl 1207.46015
Guédon, Olivier; Mendelson, Shahar; Pajor, Alain; Tomczak-Jaegermann, Nicole
7
2008
Sharper lower bounds on the performance of the empirical risk minimization algorithm. Zbl 1220.62007
Lecué, Guillaume; Mendelson, Shahar
6
2010
On weakly bounded empirical processes. Zbl 1151.60006
Mendelson, Shahar
6
2008
Local complexities for empirical risk minimization. Zbl 1078.68046
Bartlett, Peter L.; Mendelson, Shahar; Philips, Petra
6
2004
“Local” vs. “global” parameters – breaking the Gaussian complexity barrier. Zbl 1459.62054
Mendelson, Shahar
6
2017
General nonexact oracle inequalities for classes with a subexponential envelope. Zbl 1274.62247
Lecué, Guillaume; Mendelson, Shahar
6
2012
Risk minimization by median-of-means tournaments. Zbl 1436.62312
Lugosi, Gábor; Mendelson, Shahar
6
2020
On aggregation for heavy-tailed classes. Zbl 1371.62032
Mendelson, Shahar
5
2017
Robust covariance estimation under \(L_4\)-\(L_2\) norm equivalence. Zbl 1451.62084
Mendelson, Shahar; Zhivotovskiy, Nikita
4
2020
Learnability in Hilbert spaces with reproducing kernels. Zbl 1004.68131
Mendelson, Shahar
4
2002
Geometric methods in the analysis of Glivenko-Cantelli classes. Zbl 0992.68094
Mendelson, Shahar
4
2001
Reconstruction and subgaussian processes. Zbl 1081.46013
Mendelson, Shahar; Pajor, Alain; Tomczak-Jaegermann, Nicole
4
2005
Performance of empirical risk minimization in linear aggregation. Zbl 1346.60075
Lecué, Guillaume; Mendelson, Shahar
4
2016
On multiplier processes under weak moment assumptions. Zbl 1366.60044
Mendelson, Shahar
4
2017
Near-optimal mean estimators with respect to general norms. Zbl 1431.62234
Lugosi, Gábor; Mendelson, Shahar
4
2019
Improved bounds for sparse recovery from subsampled random convolutions. Zbl 1441.94062
Mendelson, Shahar; Rauhut, Holger; Ward, Rachel
3
2018
Entropy, combinatorial dimensions and random averages. Zbl 1050.68071
Mendelson, Shahar; Vershynin, Roman
3
2002
Geometric parameters in learning theory. Zbl 1062.68066
Mendelson, S.
3
2004
On the size of convex hulls of small sets. Zbl 1008.68107
Mendelson, Shahar
3
2002
Learning relatively small classes. Zbl 0998.68068
Mendelson, Shahar
3
2001
Minimax rate of convergence and the performance of empirical risk minimization in phase recovery. Zbl 1318.62178
Lecué, Guillaume; Mendelson, Shahar
3
2015
\(\ell\)-norm and its application to learning theory. Zbl 0997.41015
Mendelson, S.
2
2001
Advanced lectures on machine learning. Machine learning summer school 2002, Canberra, Australia, February 11–22, 2002. Revised lectures. Zbl 1015.00030
Mendelson, Shahar (ed.); Smola, Alexander J. (ed.)
2
2003
Remarks on the geometry of coordinate projections in \(\mathbb{R}^n\). Zbl 1066.46009
Mendelson, S.; Vershynin, R.
2
2004
Embedding with a Lipschitz function. Zbl 1092.46010
Mendelson, Shahar
2
2005
On the optimality of the empirical risk minimization procedure for the convex aggregation problem. Zbl 1259.62038
Lecué, Guillaume; Mendelson, Shahar
2
2013
Regularization and the small-ball method. II: Complexity dependent error rates. Zbl 1444.62051
Lecué, Guillaume; Mendelson, Shahar
2
2017
Mean estimation and regression under heavy-tailed distributions: A survey. Zbl 1431.62123
Lugosi, Gábor; Mendelson, Shahar
2
2019
A subgaussian embedding theorem. Zbl 1183.46010
Mendelson, Shahar; Tomczak-Jaegermann, Nicole
1
2008
On the importance of small coordinate projections. Zbl 1222.68264
Mendelson, Shahar; Philips, Petra
1
2004
Agnostic learning nonconvex function classes. Zbl 1050.68072
Mendelson, Shahar; Williamson, Robert C.
1
2002
The shattering dimension of sets of linear functionals. Zbl 1045.60006
Mendelson, Shahar; Schechtman, Gideon
1
2004
Ellipsoid approximation using random vectors. Zbl 1137.68558
Mendelson, S.; Pajor, A.
1
2005
Generalized dual Sudakov minoration via dimension-reduction – a program. Zbl 1431.52009
Mendelson, Shahar; Milman, Emanuel; Paouris, Grigoris
1
2019
Concentration of the spectral norm of Erdős-Rényi random graphs. Zbl 1439.60010
Lugosi, Gábor; Mendelson, Shahar; Zhivotovskiy, Nikita
1
2020
Approximating the covariance ellipsoid. Zbl 1447.62088
Mendelson, Shahar
1
2020
Robust multivariate mean estimation: the optimality of trimmed mean. Zbl 1461.62069
Lugosi, Gábor; Mendelson, Shahar
1
2021
Robust multivariate mean estimation: the optimality of trimmed mean. Zbl 1461.62069
Lugosi, Gábor; Mendelson, Shahar
1
2021
Risk minimization by median-of-means tournaments. Zbl 1436.62312
Lugosi, Gábor; Mendelson, Shahar
6
2020
Robust covariance estimation under \(L_4\)-\(L_2\) norm equivalence. Zbl 1451.62084
Mendelson, Shahar; Zhivotovskiy, Nikita
4
2020
Concentration of the spectral norm of Erdős-Rényi random graphs. Zbl 1439.60010
Lugosi, Gábor; Mendelson, Shahar; Zhivotovskiy, Nikita
1
2020
Approximating the covariance ellipsoid. Zbl 1447.62088
Mendelson, Shahar
1
2020
Sub-Gaussian estimators of the mean of a random vector. Zbl 1417.62192
Lugosi, Gábor; Mendelson, Shahar
18
2019
Near-optimal mean estimators with respect to general norms. Zbl 1431.62234
Lugosi, Gábor; Mendelson, Shahar
4
2019
Mean estimation and regression under heavy-tailed distributions: A survey. Zbl 1431.62123
Lugosi, Gábor; Mendelson, Shahar
2
2019
Generalized dual Sudakov minoration via dimension-reduction – a program. Zbl 1431.52009
Mendelson, Shahar; Milman, Emanuel; Paouris, Grigoris
1
2019
Regularization and the small-ball method. I: Sparse recovery. Zbl 1403.60085
Lecué, Guillaume; Mendelson, Shahar
11
2018
Learning without concentration for general loss functions. Zbl 1393.62038
Mendelson, Shahar
7
2018
Improved bounds for sparse recovery from subsampled random convolutions. Zbl 1441.94062
Mendelson, Shahar; Rauhut, Holger; Ward, Rachel
3
2018
Sparse recovery under weak moment assumptions. Zbl 1414.62135
Lecué, Guillaume; Mendelson, Shahar
23
2017
“Local” vs. “global” parameters – breaking the Gaussian complexity barrier. Zbl 1459.62054
Mendelson, Shahar
6
2017
On aggregation for heavy-tailed classes. Zbl 1371.62032
Mendelson, Shahar
5
2017
On multiplier processes under weak moment assumptions. Zbl 1366.60044
Mendelson, Shahar
4
2017
Regularization and the small-ball method. II: Complexity dependent error rates. Zbl 1444.62051
Lecué, Guillaume; Mendelson, Shahar
2
2017
Upper bounds on product and multiplier empirical processes. Zbl 1386.60077
Mendelson, Shahar
9
2016
Performance of empirical risk minimization in linear aggregation. Zbl 1346.60075
Lecué, Guillaume; Mendelson, Shahar
4
2016
Learning without concentration. Zbl 1333.68232
Mendelson, Shahar
41
2015
Bounding the smallest singular value of a random matrix without concentration. Zbl 1331.15027
Koltchinskii, Vladimir; Mendelson, Shahar
36
2015
Minimax rate of convergence and the performance of empirical risk minimization in phase recovery. Zbl 1318.62178
Lecué, Guillaume; Mendelson, Shahar
3
2015
Suprema of chaos processes and the restricted isometry property. Zbl 1310.94024
Krahmer, Felix; Mendelson, Shahar; Rauhut, Holger
37
2014
A remark on the diameter of random sections of convex bodies. Zbl 1317.52011
Mendelson, Shahar
11
2014
On the singular values of random matrices. Zbl 1290.60006
Mendelson, Shahar; Paouris, Grigoris
11
2014
On the optimality of the aggregate with exponential weights for low temperatures. Zbl 1456.62136
Lecué, Guillaume; Mendelson, Shahar
7
2013
On the optimality of the empirical risk minimization procedure for the convex aggregation problem. Zbl 1259.62038
Lecué, Guillaume; Mendelson, Shahar
2
2013
\(\ell _{1}\)-regularized linear regression: persistence and oracle inequalities. Zbl 1395.62207
Bartlett, Peter L.; Mendelson, Shahar; Neeman, Joseph
18
2012
On generic chaining and the smallest singular value of random matrices with heavy tails. Zbl 1242.60008
Mendelson, Shahar; Paouris, Grigoris
9
2012
General nonexact oracle inequalities for classes with a subexponential envelope. Zbl 1274.62247
Lecué, Guillaume; Mendelson, Shahar
6
2012
Regularization in kernel learning. Zbl 1191.68356
Mendelson, Shahar; Neeman, Joseph
30
2010
Empirical processes with a bounded \(\psi_1\) diameter. Zbl 1204.60042
Mendelson, Shahar
17
2010
Sharper lower bounds on the performance of the empirical risk minimization algorithm. Zbl 1220.62007
Lecué, Guillaume; Mendelson, Shahar
6
2010
Aggregation via empirical risk minimization. Zbl 1206.62094
Lecué, Guillaume; Mendelson, Shahar
18
2009
Uniform uncertainty principle for Bernoulli and subgaussian ensembles. Zbl 1230.46011
Mendelson, Shahar; Pajor, Alain; Tomczak-Jaegermann, Nicole
38
2008
Obtaining fast error rates in nonconvex situations. Zbl 1338.60112
Mendelson, Shahar
7
2008
Lower bounds for the empirical minimization algorithm. Zbl 1328.68332
Mendelson, Shahar
7
2008
Majorizing measures and proportional subsets of bounded orthonormal systems. Zbl 1207.46015
Guédon, Olivier; Mendelson, Shahar; Pajor, Alain; Tomczak-Jaegermann, Nicole
7
2008
On weakly bounded empirical processes. Zbl 1151.60006
Mendelson, Shahar
6
2008
A subgaussian embedding theorem. Zbl 1183.46010
Mendelson, Shahar; Tomczak-Jaegermann, Nicole
1
2008
Reconstruction and subgaussian operators in asymptotic geometric analysis. Zbl 1163.46008
Mendelson, Shahar; Pajor, Alain; Tomczak-Jaegermann, Nicole
50
2007
Complexity measures of sign matrices. Zbl 1164.68006
Linial, Nati; Mendelson, Shahar; Schechtman, Gideon; Shraibman, Adi
21
2007
Gaussian averages of interpolated bodies and applications to approximate reconstruction. Zbl 1148.60003
Gordon, Y.; Litvak, A. E.; Mendelson, S.; Pajor, A.
11
2007
Subspaces and orthogonal decompositions generated by bounded orthogonal systems. Zbl 1126.46007
Guédon, Olivier; Mendelson, Shahar; Pajor, Alain; Tomczak-Jaegermann, Nicole
10
2007
Empirical minimization. Zbl 1142.62348
Bartlett, Peter L.; Mendelson, Shahar
38
2006
On singular values of matrices with independent rows. Zbl 1138.60328
Mendelson, Shahar; Pajor, Alain
15
2006
Local Rademacher complexities. Zbl 1083.62034
Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
97
2005
A probabilistic approach to the geometry of the \(\ell^n_p\)-ball. Zbl 1071.60010
Barthe, Franck; Guédon, Olivier; Mendelson, Shahar; Naor, Assaf
74
2005
Empirical processes and random projections. Zbl 1079.60033
Klartag, B.; Mendelson, S.
20
2005
The geometry of random \(\{-1,1\}\)-polytopes. Zbl 1081.52005
Mendelson, S.; Pajor, A.; Rudelson, M.
7
2005
Reconstruction and subgaussian processes. Zbl 1081.46013
Mendelson, Shahar; Pajor, Alain; Tomczak-Jaegermann, Nicole
4
2005
Embedding with a Lipschitz function. Zbl 1092.46010
Mendelson, Shahar
2
2005
Ellipsoid approximation using random vectors. Zbl 1137.68558
Mendelson, S.; Pajor, A.
1
2005
On the performance of kernel classes. Zbl 1083.68097
Mendelson, Shahar
18
2004
Local complexities for empirical risk minimization. Zbl 1078.68046
Bartlett, Peter L.; Mendelson, Shahar; Philips, Petra
6
2004
Geometric parameters in learning theory. Zbl 1062.68066
Mendelson, S.
3
2004
Remarks on the geometry of coordinate projections in \(\mathbb{R}^n\). Zbl 1066.46009
Mendelson, S.; Vershynin, R.
2
2004
On the importance of small coordinate projections. Zbl 1222.68264
Mendelson, Shahar; Philips, Petra
1
2004
The shattering dimension of sets of linear functionals. Zbl 1045.60006
Mendelson, Shahar; Schechtman, Gideon
1
2004
Rademacher and Gaussian complexities: risk bounds and structural results. Zbl 1084.68549
Bartlett, Peter L.; Mendelson, Shahar
141
2003
A few notes on statistical learning theory. Zbl 1019.68093
Mendelson, Shahar
27
2003
Entropy and the combinatorial dimension. Zbl 1039.60016
Mendelson, S.; Vershynin, R.
23
2003
Advanced lectures on machine learning. Machine learning summer school 2002, Canberra, Australia, February 11–22, 2002. Revised lectures. Zbl 1015.00030
Mendelson, Shahar; Smola, Alexander J.
2
2003
Improving the sample complexity using global data. Zbl 1061.68128
Mendelson, Shahar
17
2002
Rademacher averages and phase transitions in Glivenko-Cantelli classes. Zbl 1059.60027
Mendelson, Shahar
12
2002
Geometric parameters of kernel machines. Zbl 1050.68070
Mendelson, Shahar
11
2002
Localized Rademacher complexities. Zbl 1050.68054
Bartlett, Peter L.; Bousquet, Olivier; Mendelson, Shahar
9
2002
Learnability in Hilbert spaces with reproducing kernels. Zbl 1004.68131
Mendelson, Shahar
4
2002
Entropy, combinatorial dimensions and random averages. Zbl 1050.68071
Mendelson, Shahar; Vershynin, Roman
3
2002
On the size of convex hulls of small sets. Zbl 1008.68107
Mendelson, Shahar
3
2002
Agnostic learning nonconvex function classes. Zbl 1050.68072
Mendelson, Shahar; Williamson, Robert C.
1
2002
Rademacher and Gaussian complexities: Risk bounds and structural results. Zbl 0992.68106
Bartlett, Peter L.; Mendelson, Shahar
7
2001
Geometric methods in the analysis of Glivenko-Cantelli classes. Zbl 0992.68094
Mendelson, Shahar
4
2001
Learning relatively small classes. Zbl 0998.68068
Mendelson, Shahar
3
2001
\(\ell\)-norm and its application to learning theory. Zbl 0997.41015
Mendelson, S.
2
2001
all top 5

Cited by 885 Authors

48 Mendelson, Shahar
18 Lecué, Guillaume
16 Rauhut, Holger
12 Krahmer, Felix
12 Prochno, Joscha
12 Tomczak-Jaegermann, Nicole
12 Zhou, Dingxuan
11 Litvak, Aleksandr Evgen’evich
11 Pajor, Alain
11 Steinwart, Ingo
10 Ying, Yiming
9 Guédon, Olivier
9 Kolchinskiĭ, Vladimir I’ich
9 Lugosi, Gábor
9 Lv, Shaogao
9 Vershynin, Roman
8 Böröczky, Karoly jun.
8 Guo, Zheng-Chu
8 Tikhomirov, Konstantin E.
7 Adamczak, Radosław
7 Alonso-Gutiérrez, David
7 Bartlett, Peter L.
7 Dalalyan, Arnak S.
7 Feng, Yunlong
7 Wu, Qiang
6 Bousquet, Olivier
6 Mohri, Mehryar
6 Thäle, Christoph
6 Tsybakov, Alexandre B.
6 Wainwright, Martin J.
6 Zhivotovskiy, Nikita
5 Dirksen, Sjoerd
5 Giannopoulos, Apostolos A.
5 Henk, Martin
5 Li, Song
5 Loustau, Sébastien
5 Needell, Deanna
5 Rigollet, Philippe
5 Suykens, Johan A. K.
5 Tropp, Joel A.
4 Aswani, Anil
4 Bellec, Pierre C.
4 Blanchard, Gilles
4 Chen, Dirong
4 Chen, Hong
4 Fan, Jun
4 Giryes, Raja
4 Junge, Marius
4 Kueng, Richard
4 Lei, Yunwen
4 Lerasle, Matthieu
4 Li, Luoqing
4 Massart, Pascal
4 Rakhlin, Alexander
4 Saab, Rayan
4 Sanguineti, Marcello
4 Schölkopf, Bernhard
4 Sugiyama, Masashi
4 Van de Geer, Sara Anna
4 Ward, Rachel A.
4 Xia, Yu
4 Xiong, Ge
4 Yang, Deane
4 Zhang, Tong
4 Zhu, Guangxian
3 Anguita, Davide
3 Anthony, Martin H. G.
3 Bahmani, Sohail
3 Balan, Radu V.
3 Bandeira, Afonso S.
3 Bednorz, Witold Marek
3 Boucheron, Stéphane Vincent
3 Bourgain, Jean
3 Cai, Tony Tony
3 Chafaï, Djalil
3 Cheng, Guang
3 Dafnis, Nikos
3 Davis, Damek
3 Drusvyatskiy, Dmitriy
3 Eskenazis, Alexandros
3 Fornasier, Massimo
3 Gao, Daqi
3 Gnecco, Giorgio
3 Hang, Hanyuan
3 Hanneke, Steve
3 Hu, Ting
3 Iwen, Mark A.
3 Kabanava, Maryia
3 Kabluchko, Zakhar A.
3 Kashin, Boris Sergeevich
3 Latała, Rafał
3 Lin, Shaobo
3 Lutwak, Erwin
3 Minsker, Stanislav
3 Mixon, Dustin G.
3 Oneto, Luca
3 Plan, Yaniv
3 Ridella, Sandro
3 Romberg, Justin K.
3 Sheng, Baohuai
...and 785 more Authors
all top 5

Cited in 168 Serials

51 The Annals of Statistics
32 Applied and Computational Harmonic Analysis
31 Electronic Journal of Statistics
30 Journal of Machine Learning Research (JMLR)
25 Neural Computation
22 Machine Learning
22 Bernoulli
16 Advances in Mathematics
16 Probability Theory and Related Fields
11 The Annals of Probability
11 Journal of Complexity
11 The Journal of Fourier Analysis and Applications
10 Advances in Computational Mathematics
10 Analysis and Applications (Singapore)
8 Journal of Computer and System Sciences
8 Foundations of Computational Mathematics
7 Journal of Statistical Planning and Inference
7 Advances in Applied Mathematics
7 Constructive Approximation
7 Discrete & Computational Geometry
7 Linear Algebra and its Applications
6 Israel Journal of Mathematics
6 Information Sciences
6 Journal of Approximation Theory
6 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
5 Theoretical Computer Science
5 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
5 SIAM Journal on Imaging Sciences
4 Discrete Applied Mathematics
4 Journal of Mathematical Analysis and Applications
4 Journal of Functional Analysis
4 Journal of Multivariate Analysis
4 Proceedings of the American Mathematical Society
4 Statistics & Probability Letters
4 Neural Networks
4 Computational Statistics and Data Analysis
4 Mathematical Programming. Series A. Series B
4 Positivity
4 Communications in Contemporary Mathematics
4 Comptes Rendus. Mathématique. Académie des Sciences, Paris
4 Information and Inference
3 Communications in Mathematical Physics
3 Communications on Pure and Applied Mathematics
3 Mathematical Notes
3 Annals of the Institute of Statistical Mathematics
3 Journal of Theoretical Probability
3 Mathematical and Computer Modelling
3 The Journal of Geometric Analysis
3 Pattern Recognition
3 Stochastic Processes and their Applications
3 Computational Complexity
3 Computational Optimization and Applications
3 Journal of the European Mathematical Society (JEMS)
3 Journal of Statistical Mechanics: Theory and Experiment
3 Science China. Mathematics
2 Studia Mathematica
2 Journal of the American Statistical Association
2 Mathematische Annalen
2 Mathematika
2 Operations Research
2 Transactions of the American Mathematical Society
2 Acta Mathematica Hungarica
2 Statistical Science
2 Journal of the American Mathematical Society
2 Random Structures & Algorithms
2 The Annals of Applied Probability
2 Geometric and Functional Analysis. GAFA
2 Computational Mathematics and Mathematical Physics
2 SIAM Journal on Optimization
2 Combinatorics, Probability and Computing
2 International Journal of Computer Vision
2 Electronic Communications in Probability
2 Journal of the ACM
2 Acta Mathematica Sinica. English Series
2 Advances in Geometry
2 Multiscale Modeling & Simulation
2 Chebyshevskiĭ Sbornik
2 Proceedings of the Steklov Institute of Mathematics
2 SIAM Journal on Mathematics of Data Science
1 Applicable Analysis
1 Artificial Intelligence
1 The Canadian Journal of Statistics
1 Discrete Mathematics
1 Inverse Problems
1 Information Processing Letters
1 Journal of Computational Physics
1 Journal of the Franklin Institute
1 Linear and Multilinear Algebra
1 Zhurnal Vychislitel’noĭ Matematiki i Matematicheskoĭ Fiziki
1 Mathematics of Computation
1 Theory of Probability and its Applications
1 Acta Mathematica
1 Acta Mathematica Vietnamica
1 Applied Mathematics and Computation
1 Automatica
1 Duke Mathematical Journal
1 Geometriae Dedicata
1 Illinois Journal of Mathematics
1 Journal of Applied Probability
1 Journal of Computational and Applied Mathematics
...and 68 more Serials
all top 5

Cited in 37 Fields

266 Statistics (62-XX)
236 Computer science (68-XX)
163 Probability theory and stochastic processes (60-XX)
91 Information and communication theory, circuits (94-XX)
77 Convex and discrete geometry (52-XX)
69 Functional analysis (46-XX)
62 Numerical analysis (65-XX)
61 Linear and multilinear algebra; matrix theory (15-XX)
57 Operations research, mathematical programming (90-XX)
28 Harmonic analysis on Euclidean spaces (42-XX)
27 Approximations and expansions (41-XX)
11 Combinatorics (05-XX)
11 Partial differential equations (35-XX)
10 Operator theory (47-XX)
10 Quantum theory (81-XX)
8 Statistical mechanics, structure of matter (82-XX)
8 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
7 Number theory (11-XX)
7 Calculus of variations and optimal control; optimization (49-XX)
6 Measure and integration (28-XX)
6 Biology and other natural sciences (92-XX)
4 Dynamical systems and ergodic theory (37-XX)
4 Integral equations (45-XX)
4 Geometry (51-XX)
4 Optics, electromagnetic theory (78-XX)
4 Systems theory; control (93-XX)
3 Real functions (26-XX)
3 Functions of a complex variable (30-XX)
3 Differential geometry (53-XX)
3 General topology (54-XX)
2 Algebraic geometry (14-XX)
1 General and overarching topics; collections (00-XX)
1 Potential theory (31-XX)
1 Integral transforms, operational calculus (44-XX)
1 Manifolds and cell complexes (57-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Geophysics (86-XX)

Citations by Year

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