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Author ID: belloni.alexandre Recent zbMATH articles by "Belloni, Alexandre"
Published as: Belloni, Alexandre; Belloni, A.
External Links: MGP
Documents Indexed: 33 Publications since 2003
Co-Authors: 25 Co-Authors with 32 Joint Publications
565 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

29 Publications have been cited 718 times in 549 Documents Cited by Year
\(\ell_1\)-penalized quantile regression in high-dimensional sparse models. Zbl 1209.62064
Belloni, Alexandre; Chernozhukov, Victor
148
2011
Square-root lasso: pivotal recovery of sparse signals via conic programming. Zbl 1228.62083
Belloni, A.; Chernozhukov, V.; Wang, L.
102
2011
Least squares after model selection in high-dimensional sparse models. Zbl 1456.62066
Belloni, Alexandre; Chernozhukov, Victor
73
2013
Inference on treatment effects after selection among high-dimensional controls. Zbl 1409.62142
Belloni, Alexandre; Chernozhukov, Victor; Hansen, Christian
72
2014
Sparse models and methods for optimal instruments with an application to eminent domain. Zbl 1274.62464
Belloni, A.; Chen, Daniel L.; Chernozhukov, V.; Hansen, C.
64
2012
Some new asymptotic theory for least squares series: pointwise and uniform results. Zbl 1331.62250
Belloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo
38
2015
Program evaluation and causal inference with high-dimensional data. Zbl 1410.62197
Belloni, A.; Chernozhukov, V.; Fernández-Val, I.; Hansen, C.
33
2017
Uniform post-selection inference for least absolute deviation regression and other Z-estimation problems. Zbl 1345.62049
Belloni, A.; Chernozhukov, V.; Kato, K.
28
2015
Pivotal estimation via square-root lasso in nonparametric regression. Zbl 1321.62030
Belloni, Alexandre; Chernozhukov, Victor; Wang, Lie
22
2014
On the computational complexity of MCMC-based estimators in large samples. Zbl 1175.65015
Belloni, Alexandre; Chernozhukov, Victor
17
2009
Valid post-selection inference in high-dimensional approximately sparse quantile regression models. Zbl 1420.62169
Belloni, Alexandre; Chernozhukov, Victor; Kato, Kengo
11
2019
Optimizing product line designs: efficient methods and comparisons. Zbl 1232.90168
Belloni, Alexandre; Freund, Robert; Selove, Matthew; Simester, Duncan
11
2008
A geometric analysis of Renegar’s condition number, and its interplay with conic curvature. Zbl 1163.90029
Belloni, Alexandre; Freund, Robert M.
11
2009
Uniformly valid post-regularization confidence regions for many functional parameters in z-estimation framework. Zbl 1407.62268
Belloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Wei, Ying
10
2018
On the symmetry function of a convex set. Zbl 1142.52015
Belloni, Alexandre; Freund, Robert M.
10
2008
Linear and conic programming estimators in high dimensional errors-in-variables models. Zbl 1411.62180
Belloni, Alexandre; Rosenbaum, Mathieu; Tsybakov, Alexandre B.
9
2017
An efficient rescaled perceptron algorithm for conic systems. Zbl 1220.90086
Belloni, Alexandre; Freund, Robert M.; Vempala, Santosh
8
2009
Conditional quantile processes based on series or many regressors. Zbl 1456.62067
Belloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Fernández-Val, Iván
8
2019
On multivariate quantiles under partial orders. Zbl 1216.62082
Belloni, Alexandre; Winkler, Robert L.
7
2011
On the Behrens-Fisher problem: a globally convergent algorithm and a finite-sample study of the Wald, LR and LM tests. Zbl 1274.62379
Belloni, Alexandre; Didier, Gustavo
7
2008
Bundle relaxation and primal recovery in unit commitment problems. The Brazilian case. Zbl 1038.90535
Belloni, A.; Souto Lima, A. L. Diniz; Piñeiro Maceira, M. E.; Sagastizábal, C. A.
7
2003
Dynamic bundle methods. Zbl 1180.90233
Belloni, Alexandre; Sagastizábal, Claudia
4
2009
An \(\{\ell_{1},\ell_{2},\ell_{\infty}\}\)-regularization approach to high-dimensional errors-in-variables models. Zbl 1397.62246
Belloni, Alexandre; Rosenbaum, Mathieu; Tsybakov, Alexandre B.
4
2016
Multidimensional mechanism design: finite-dimensional approximations and efficient computation. Zbl 1232.91275
Belloni, Alexandre; Lopomo, Giuseppe; Wang, Shouqiang
3
2010
Mechanism and network design with private negative externalities. Zbl 1387.90046
Belloni, Alexandre; Deng, Changrong; Pekeč, Saša
3
2017
Approximate group context tree. Zbl 1426.62241
Belloni, Alexandre; Oliveira, Roberto I.
3
2017
Projective re-normalization for improving the behavior of a homogeneous conic linear system. Zbl 1180.90181
Belloni, Alexandre; Freund, Robert M.
2
2009
On the second-order feasibility cone: primal-dual representation and efficient projection. Zbl 1194.90123
Belloni, Alexandre; Freund, Robert M.
2
2008
An efficient re-scaled perceptron algorithm for conic systems. Zbl 1203.68137
Belloni, Alexandre; Freund, Robert M.; Vempala, Santosh S.
1
2007
Valid post-selection inference in high-dimensional approximately sparse quantile regression models. Zbl 1420.62169
Belloni, Alexandre; Chernozhukov, Victor; Kato, Kengo
11
2019
Conditional quantile processes based on series or many regressors. Zbl 1456.62067
Belloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Fernández-Val, Iván
8
2019
Uniformly valid post-regularization confidence regions for many functional parameters in z-estimation framework. Zbl 1407.62268
Belloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Wei, Ying
10
2018
Program evaluation and causal inference with high-dimensional data. Zbl 1410.62197
Belloni, A.; Chernozhukov, V.; Fernández-Val, I.; Hansen, C.
33
2017
Linear and conic programming estimators in high dimensional errors-in-variables models. Zbl 1411.62180
Belloni, Alexandre; Rosenbaum, Mathieu; Tsybakov, Alexandre B.
9
2017
Mechanism and network design with private negative externalities. Zbl 1387.90046
Belloni, Alexandre; Deng, Changrong; Pekeč, Saša
3
2017
Approximate group context tree. Zbl 1426.62241
Belloni, Alexandre; Oliveira, Roberto I.
3
2017
An \(\{\ell_{1},\ell_{2},\ell_{\infty}\}\)-regularization approach to high-dimensional errors-in-variables models. Zbl 1397.62246
Belloni, Alexandre; Rosenbaum, Mathieu; Tsybakov, Alexandre B.
4
2016
Some new asymptotic theory for least squares series: pointwise and uniform results. Zbl 1331.62250
Belloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo
38
2015
Uniform post-selection inference for least absolute deviation regression and other Z-estimation problems. Zbl 1345.62049
Belloni, A.; Chernozhukov, V.; Kato, K.
28
2015
Inference on treatment effects after selection among high-dimensional controls. Zbl 1409.62142
Belloni, Alexandre; Chernozhukov, Victor; Hansen, Christian
72
2014
Pivotal estimation via square-root lasso in nonparametric regression. Zbl 1321.62030
Belloni, Alexandre; Chernozhukov, Victor; Wang, Lie
22
2014
Least squares after model selection in high-dimensional sparse models. Zbl 1456.62066
Belloni, Alexandre; Chernozhukov, Victor
73
2013
Sparse models and methods for optimal instruments with an application to eminent domain. Zbl 1274.62464
Belloni, A.; Chen, Daniel L.; Chernozhukov, V.; Hansen, C.
64
2012
\(\ell_1\)-penalized quantile regression in high-dimensional sparse models. Zbl 1209.62064
Belloni, Alexandre; Chernozhukov, Victor
148
2011
Square-root lasso: pivotal recovery of sparse signals via conic programming. Zbl 1228.62083
Belloni, A.; Chernozhukov, V.; Wang, L.
102
2011
On multivariate quantiles under partial orders. Zbl 1216.62082
Belloni, Alexandre; Winkler, Robert L.
7
2011
Multidimensional mechanism design: finite-dimensional approximations and efficient computation. Zbl 1232.91275
Belloni, Alexandre; Lopomo, Giuseppe; Wang, Shouqiang
3
2010
On the computational complexity of MCMC-based estimators in large samples. Zbl 1175.65015
Belloni, Alexandre; Chernozhukov, Victor
17
2009
A geometric analysis of Renegar’s condition number, and its interplay with conic curvature. Zbl 1163.90029
Belloni, Alexandre; Freund, Robert M.
11
2009
An efficient rescaled perceptron algorithm for conic systems. Zbl 1220.90086
Belloni, Alexandre; Freund, Robert M.; Vempala, Santosh
8
2009
Dynamic bundle methods. Zbl 1180.90233
Belloni, Alexandre; Sagastizábal, Claudia
4
2009
Projective re-normalization for improving the behavior of a homogeneous conic linear system. Zbl 1180.90181
Belloni, Alexandre; Freund, Robert M.
2
2009
Optimizing product line designs: efficient methods and comparisons. Zbl 1232.90168
Belloni, Alexandre; Freund, Robert; Selove, Matthew; Simester, Duncan
11
2008
On the symmetry function of a convex set. Zbl 1142.52015
Belloni, Alexandre; Freund, Robert M.
10
2008
On the Behrens-Fisher problem: a globally convergent algorithm and a finite-sample study of the Wald, LR and LM tests. Zbl 1274.62379
Belloni, Alexandre; Didier, Gustavo
7
2008
On the second-order feasibility cone: primal-dual representation and efficient projection. Zbl 1194.90123
Belloni, Alexandre; Freund, Robert M.
2
2008
An efficient re-scaled perceptron algorithm for conic systems. Zbl 1203.68137
Belloni, Alexandre; Freund, Robert M.; Vempala, Santosh S.
1
2007
Bundle relaxation and primal recovery in unit commitment problems. The Brazilian case. Zbl 1038.90535
Belloni, A.; Souto Lima, A. L. Diniz; Piñeiro Maceira, M. E.; Sagastizábal, C. A.
7
2003
all top 5

Cited by 974 Authors

14 Chernozhukov, Victor
13 Fan, Jianqing
13 Lian, Heng
12 Van de Geer, Sara Anna
9 Belloni, Alexandre
8 Bühlmann, Peter
7 Bradic, Jelena
7 Härdle, Wolfgang Karl
7 Liao, Zhipeng
6 Seeger, Alberto
6 Su, Liangjun
6 Tang, Yanlin
5 Breunig, Christoph
5 Guo, Zijian
5 He, Xuming
5 Kato, Kengo
5 Kock, Anders Bredahl
5 Liao, Yuan
5 Liu, Han
5 Peña, Javier F.
5 Wang, Huixia Judy
4 Alquier, Pierre
4 Antoniadis, Anestis
4 Bellec, Pierre C.
4 Chetverikov, Denis
4 Dette, Holger
4 Fan, Qingliang
4 Lederer, Johannes
4 Li, Runze
4 Linton, Oliver Bruce
4 Mammen, Enno
4 Newey, Whitney Kent
4 Salmon, Joseph
4 Seo, Myunghwan
4 Shi, Zhentao
4 Soheili, Negar
4 Sun, Qiang
4 Tran Dinh Quoc
4 Wang, Lan
4 Wang, Weining
4 Zhang, Cun-Hui
4 Zhao, Weihua
4 Zheng, Qi
4 Zhu, Zhongyi
3 Ando, Tomohiro
3 Bai, Jushan
3 Bing, Xin
3 Brandenberg, René
3 Cai, Tony Tony
3 Candès, Emmanuel J.
3 Caner, Mehmet
3 Ciuperca, Gabriela
3 Dalalyan, Arnak S.
3 Dezeure, Ruben
3 Fernández-Val, Iván
3 Freund, Robert M.
3 Gaynanova, Irina
3 Hebiri, Mohamed
3 Henrion, René
3 Hoderlein, Stefan G. N.
3 Kolar, Mladen
3 Kostner, Daniel
3 Lee, Sokbae
3 Lv, Shaogao
3 Müller, Christian L.
3 Ning, Yang
3 Peng, Limin
3 Sant’Anna, Pedro H. C.
3 Shin, Youngki
3 Torki, Mounir
3 Tsafarakis, Stelios
3 Van Ackooij, Wim
3 Vansteelandt, Stijn
3 Verzelen, Nicolas
3 Volgushev, Stanislav
3 Wang, Lie
3 Wüthrich, Kaspar
3 Zhang, Riquan
3 Zhao, Junlong
3 Zhou, Wen-Xin
3 Zhu, Yinchu
2 Altsitsiadis, Efthymios
2 Amato, Umberto
2 Andronikidis, Andreas
2 Basu, Amitabh
2 Bathke, Arne C.
2 Bertsimas, Dimitris John
2 Bhadra, Anindya
2 Bi, Shujun
2 Bien, Jacob
2 Bonaccolto, Giovanni
2 Bunea, Florentina
2 Carlier, Guillaume
2 Carrasco, Marine
2 Cattaneo, Matias D.
2 Chen, Xiaohong
2 Chrétien, Stéphane
2 Claeskens, Gerda
2 Dadush, Daniel
2 Datta, Jyotishka
...and 874 more Authors
all top 5

Cited in 116 Serials

75 Journal of Econometrics
59 The Annals of Statistics
40 Electronic Journal of Statistics
27 Journal of Multivariate Analysis
20 Journal of the American Statistical Association
18 Computational Statistics and Data Analysis
16 Econometric Theory
13 Bernoulli
12 Statistical Science
11 Journal of Machine Learning Research (JMLR)
10 Journal of Statistical Planning and Inference
10 Econometric Reviews
9 Statistics & Probability Letters
9 European Journal of Operational Research
9 Statistica Sinica
7 Operations Research
7 Mathematical Programming. Series A. Series B
7 Statistics and Computing
6 Annals of the Institute of Statistical Mathematics
6 SIAM Journal on Optimization
6 Computational Optimization and Applications
6 Test
5 Communications in Statistics. Simulation and Computation
5 Communications in Statistics. Theory and Methods
5 Mathematical Programming Computation
4 Metrika
4 Journal of Convex Analysis
4 The Annals of Applied Statistics
3 Mathematics of Operations Research
3 Annals of Operations Research
3 Economics Letters
3 Journal of Statistical Computation and Simulation
3 Applied Mathematics. Series B (English Edition)
3 Journal of Nonparametric Statistics
3 Mathematical Problems in Engineering
3 Journal of the Royal Statistical Society. Series B. Statistical Methodology
3 Journal of Applied Statistics
3 Statistical Methods and Applications
3 Science China. Mathematics
3 Bayesian Analysis
2 Statistics
2 Journal of Complexity
2 Journal of Economic Dynamics & Control
2 Computational Statistics
2 Mathematical Methods of Statistics
2 Statistical Papers
2 Brazilian Journal of Probability and Statistics
2 Quantitative Finance
2 Foundations of Computational Mathematics
2 Journal of Systems Science and Complexity
2 Computational Management Science
2 Journal of the Korean Statistical Society
2 Advances in Data Analysis and Classification. ADAC
2 Optimization Letters
2 Set-Valued and Variational Analysis
2 Dependence Modeling
2 Journal of Econometric Methods
2 Japanese Journal of Statistics and Data Science
1 Artificial Intelligence
1 Inverse Problems
1 Israel Journal of Mathematics
1 Journal of the Franklin Institute
1 Journal of Mathematical Analysis and Applications
1 Nonlinearity
1 Psychometrika
1 Scandinavian Journal of Statistics
1 Applied Mathematics and Optimization
1 Automatica
1 Biometrics
1 Econometrica
1 Information Sciences
1 International Economic Review
1 Journal of Applied Probability
1 Journal of Approximation Theory
1 Journal of Computational and Applied Mathematics
1 Mathematika
1 Metron
1 Numerische Mathematik
1 International Journal of Production Research
1 Social Choice and Welfare
1 The Annals of Applied Probability
1 Games and Economic Behavior
1 Linear Algebra and its Applications
1 Proceedings of the National Academy of Sciences of the United States of America
1 Stochastic Processes and their Applications
1 Journal of Mathematical Imaging and Vision
1 Cybernetics and Systems Analysis
1 Top
1 Advances in Computational Mathematics
1 Lifetime Data Analysis
1 Complexity
1 INFORMS Journal on Computing
1 Finance and Stochastics
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Optimization Methods & Software
1 Positivity
1 Mathematical Methods of Operations Research
1 Optimization and Engineering
1 Advances in Geometry
1 Statistical Modelling
...and 16 more Serials

Citations by Year