×

zbMATH — the first resource for mathematics

Belloni, Alexandre

Compute Distance To:
Author ID: belloni.alexandre Recent zbMATH articles by "Belloni, Alexandre"
Published as: Belloni, Alexandre; Belloni, A.
External Links: MGP
Documents Indexed: 31 Publications since 2003

Publications by Year

Citations contained in zbMATH Open

29 Publications have been cited 545 times in 428 Documents Cited by Year
\(\ell_1\)-penalized quantile regression in high-dimensional sparse models. Zbl 1209.62064
Belloni, Alexandre; Chernozhukov, Victor
114
2011
Square-root lasso: pivotal recovery of sparse signals via conic programming. Zbl 1228.62083
Belloni, A.; Chernozhukov, V.; Wang, L.
84
2011
Least squares after model selection in high-dimensional sparse models. Zbl 1456.62066
Belloni, Alexandre; Chernozhukov, Victor
52
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.
49
2012
Inference on treatment effects after selection among high-dimensional controls. Zbl 1409.62142
Belloni, Alexandre; Chernozhukov, Victor; Hansen, Christian
48
2014
Some new asymptotic theory for least squares series: pointwise and uniform results. Zbl 1331.62250
Belloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Kato, Kengo
30
2015
Program evaluation and causal inference with high-dimensional data. Zbl 1410.62197
Belloni, A.; Chernozhukov, V.; Fernández-Val, I.; Hansen, C.
24
2017
Uniform post-selection inference for least absolute deviation regression and other Z-estimation problems. Zbl 1345.62049
Belloni, A.; Chernozhukov, V.; Kato, K.
18
2015
Pivotal estimation via square-root lasso in nonparametric regression. Zbl 1321.62030
Belloni, Alexandre; Chernozhukov, Victor; Wang, Lie
17
2014
On the computational complexity of MCMC-based estimators in large samples. Zbl 1175.65015
Belloni, Alexandre; Chernozhukov, Victor
15
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
On the symmetry function of a convex set. Zbl 1142.52015
Belloni, Alexandre; Freund, Robert M.
10
2008
Optimizing product line designs: efficient methods and comparisons. Zbl 1232.90168
Belloni, Alexandre; Freund, Robert; Selove, Matthew; Simester, Duncan
8
2008
Linear and conic programming estimators in high dimensional errors-in-variables models. Zbl 1411.62180
Belloni, Alexandre; Rosenbaum, Mathieu; Tsybakov, Alexandre B.
7
2017
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
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
7
2018
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
An efficient rescaled perceptron algorithm for conic systems. Zbl 1220.90086
Belloni, Alexandre; Freund, Robert M.; Vempala, Santosh
6
2009
On multivariate quantiles under partial orders. Zbl 1216.62082
Belloni, Alexandre; Winkler, Robert L.
6
2011
Conditional quantile processes based on series or many regressors. Zbl 1456.62067
Belloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Fernández-Val, Iván
5
2019
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
Valid post-selection inference in high-dimensional approximately sparse quantile regression models. Zbl 1420.62169
Belloni, Alexandre; Chernozhukov, Victor; Kato, Kengo
3
2019
Approximate group context tree. Zbl 1426.62241
Belloni, Alexandre; Oliveira, Roberto I.
3
2017
Dynamic bundle methods. Zbl 1180.90233
Belloni, Alexandre; Sagastizábal, Claudia
3
2009
Multidimensional mechanism design: finite-dimensional approximations and efficient computation. Zbl 1232.91275
Belloni, Alexandre; Lopomo, Giuseppe; Wang, Shouqiang
2
2010
Projective re-normalization for improving the behavior of a homogeneous conic linear system. Zbl 1180.90181
Belloni, Alexandre; Freund, Robert M.
2
2009
An efficient re-scaled perceptron algorithm for conic systems. Zbl 1203.68137
Belloni, Alexandre; Freund, Robert M.; Vempala, Santosh S.
1
2007
On the second-order feasibility cone: primal-dual representation and efficient projection. Zbl 1194.90123
Belloni, Alexandre; Freund, Robert M.
1
2008
Mechanism and network design with private negative externalities. Zbl 1387.90046
Belloni, Alexandre; Deng, Changrong; Pekeč, Saša
1
2017
Conditional quantile processes based on series or many regressors. Zbl 1456.62067
Belloni, Alexandre; Chernozhukov, Victor; Chetverikov, Denis; Fernández-Val, Iván
5
2019
Valid post-selection inference in high-dimensional approximately sparse quantile regression models. Zbl 1420.62169
Belloni, Alexandre; Chernozhukov, Victor; Kato, Kengo
3
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
7
2018
Program evaluation and causal inference with high-dimensional data. Zbl 1410.62197
Belloni, A.; Chernozhukov, V.; Fernández-Val, I.; Hansen, C.
24
2017
Linear and conic programming estimators in high dimensional errors-in-variables models. Zbl 1411.62180
Belloni, Alexandre; Rosenbaum, Mathieu; Tsybakov, Alexandre B.
7
2017
Approximate group context tree. Zbl 1426.62241
Belloni, Alexandre; Oliveira, Roberto I.
3
2017
Mechanism and network design with private negative externalities. Zbl 1387.90046
Belloni, Alexandre; Deng, Changrong; Pekeč, Saša
1
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
30
2015
Uniform post-selection inference for least absolute deviation regression and other Z-estimation problems. Zbl 1345.62049
Belloni, A.; Chernozhukov, V.; Kato, K.
18
2015
Inference on treatment effects after selection among high-dimensional controls. Zbl 1409.62142
Belloni, Alexandre; Chernozhukov, Victor; Hansen, Christian
48
2014
Pivotal estimation via square-root lasso in nonparametric regression. Zbl 1321.62030
Belloni, Alexandre; Chernozhukov, Victor; Wang, Lie
17
2014
Least squares after model selection in high-dimensional sparse models. Zbl 1456.62066
Belloni, Alexandre; Chernozhukov, Victor
52
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.
49
2012
\(\ell_1\)-penalized quantile regression in high-dimensional sparse models. Zbl 1209.62064
Belloni, Alexandre; Chernozhukov, Victor
114
2011
Square-root lasso: pivotal recovery of sparse signals via conic programming. Zbl 1228.62083
Belloni, A.; Chernozhukov, V.; Wang, L.
84
2011
On multivariate quantiles under partial orders. Zbl 1216.62082
Belloni, Alexandre; Winkler, Robert L.
6
2011
Multidimensional mechanism design: finite-dimensional approximations and efficient computation. Zbl 1232.91275
Belloni, Alexandre; Lopomo, Giuseppe; Wang, Shouqiang
2
2010
On the computational complexity of MCMC-based estimators in large samples. Zbl 1175.65015
Belloni, Alexandre; Chernozhukov, Victor
15
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
6
2009
Dynamic bundle methods. Zbl 1180.90233
Belloni, Alexandre; Sagastizábal, Claudia
3
2009
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 symmetry function of a convex set. Zbl 1142.52015
Belloni, Alexandre; Freund, Robert M.
10
2008
Optimizing product line designs: efficient methods and comparisons. Zbl 1232.90168
Belloni, Alexandre; Freund, Robert; Selove, Matthew; Simester, Duncan
8
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.
1
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 766 Authors

12 Chernozhukov, Victor
11 Lian, Heng
11 Van de Geer, Sara Anna
10 Fan, Jianqing
8 Belloni, Alexandre
6 Bradic, Jelena
6 Su, Liangjun
5 Breunig, Christoph
5 Härdle, Wolfgang Karl
5 He, Xuming
5 Kato, Kengo
5 Liao, Yuan
5 Liu, Han
5 Seeger, Alberto
5 Tang, Yanlin
4 Alquier, Pierre
4 Bühlmann, Peter
4 Dette, Holger
4 Li, Runze
4 Liao, Zhipeng
4 Peña, Javier F.
4 Salmon, Joseph
4 Seo, Myunghwan
4 Wang, Huixia Judy
4 Wang, Lan
4 Zhang, Cun-Hui
4 Zhao, Weihua
4 Zheng, Qi
4 Zhu, Zhongyi
3 Antoniadis, Anestis
3 Brandenberg, René
3 Chetverikov, Denis
3 Ciuperca, Gabriela
3 Dalalyan, Arnak S.
3 Fan, Qingliang
3 Fernández-Val, Iván
3 Freund, Robert M.
3 Guo, Zijian
3 Hebiri, Mohamed
3 Henrion, René
3 Hoderlein, Stefan G. N.
3 Kock, Anders Bredahl
3 Lederer, Johannes
3 Lee, Sokbae
3 Linton, Oliver Bruce
3 Lv, Shaogao
3 Mammen, Enno
3 Newey, Whitney Kent
3 Peng, Limin
3 Shin, Youngki
3 Soheili, Negar
3 Sun, Qiang
3 Tran Dinh Quoc
3 Van Ackooij, Wim
3 Verzelen, Nicolas
3 Volgushev, Stanislav
3 Wang, Lie
3 Wang, Weining
3 Wüthrich, Kaspar
3 Zhang, Riquan
3 Zhao, Junlong
3 Zhou, Wen-Xin
2 Bai, Jushan
2 Basu, Amitabh
2 Bathke, Arne C.
2 Bellec, Pierre C.
2 Bertsimas, Dimitris John
2 Bhadra, Anindya
2 Candès, Emmanuel J.
2 Caner, Mehmet
2 Carlier, Guillaume
2 Cattaneo, Matias D.
2 Chen, Xiaohong
2 Datta, Jyotishka
2 Deledalle, Charles-Alban
2 Dezeure, Ruben
2 Dong, Chaohua
2 Dong, Yao
2 Fan, Yingying
2 Fan, Zengyan
2 Farrell, Max H.
2 Feng, Yang
2 Firpo, Sergio
2 Foygel Barber, Rina
2 Frangioni, Antonio
2 Galichon, Alfred
2 Gallo, Sandro
2 Galvao, Antonio F. jun.
2 Gaynanova, Irina
2 George, Edward I.
2 Grappin, Edwin
2 G’sell, Max
2 Harrar, Solomon W.
2 Hassibi, Babak
2 He, Xin
2 Honda, Toshio
2 Ing, Ching-Kang
2 Janková, Jana
2 Jiang, He
2 Jiang, Wenxin
...and 666 more Authors
all top 5

Cited in 98 Serials

63 Journal of Econometrics
49 The Annals of Statistics
31 Electronic Journal of Statistics
27 Journal of Multivariate Analysis
20 Journal of the American Statistical Association
14 Econometric Theory
12 Computational Statistics and Data Analysis
10 Statistical Science
10 Bernoulli
9 Journal of Machine Learning Research (JMLR)
8 Journal of Statistical Planning and Inference
8 Statistics & Probability Letters
7 Mathematical Programming. Series A. Series B
6 Annals of the Institute of Statistical Mathematics
6 Operations Research
6 European Journal of Operational Research
6 SIAM Journal on Optimization
6 Computational Optimization and Applications
5 Test
4 Metrika
4 Statistica Sinica
4 Mathematical Programming Computation
4 Statistics and Computing
3 Mathematics of Operations Research
3 Annals of Operations Research
3 Economics Letters
3 Journal of Statistical Computation and Simulation
3 Mathematical Problems in Engineering
3 Journal of the Royal Statistical Society. Series B. Statistical Methodology
3 Science China. Mathematics
3 Bayesian Analysis
2 Statistics
2 Applied Mathematics. Series B (English Edition)
2 Mathematical Methods of Statistics
2 Journal of Convex Analysis
2 Journal of Nonparametric Statistics
2 Foundations of Computational Mathematics
2 Journal of Systems Science and Complexity
2 Statistical Methods and Applications
2 Journal of the Korean Statistical Society
2 Advances in Data Analysis and Classification. ADAC
2 The Annals of Applied Statistics
2 Set-Valued and Variational Analysis
2 Journal of Econometric Methods
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 International Economic Review
1 Journal of Applied Probability
1 Journal of Computational and Applied Mathematics
1 Mathematika
1 Numerische Mathematik
1 International Journal of Production Research
1 Journal of Complexity
1 Journal of Economic Dynamics & Control
1 The Annals of Applied Probability
1 Games and Economic Behavior
1 Computational Statistics
1 Communications in Statistics. Simulation and Computation
1 Linear Algebra and its Applications
1 Journal of Mathematical Imaging and Vision
1 Cybernetics and Systems Analysis
1 Top
1 Advances in Computational Mathematics
1 Complexity
1 INFORMS Journal on Computing
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Positivity
1 Mathematical Methods of Operations Research
1 Journal of Applied Statistics
1 Optimization and Engineering
1 Brazilian Journal of Probability and Statistics
1 Advances in Geometry
1 Quantitative Finance
1 Statistical Modelling
1 Statistical Applications in Genetics and Molecular Biology
1 4OR
1 Analysis and Applications (Singapore)
1 Computational Management Science
1 Journal of Industrial and Management Optimization
1 Optimization Letters
1 SIAM Journal on Imaging Sciences
1 Journal of Probability and Statistics
1 Sankhyā. Series A
1 Sankhyā. Series B
1 Quantitative Economics
1 Information and Inference
1 Dependence Modeling
1 Special Matrices
1 Japanese Journal of Statistics and Data Science

Citations by Year