Alexandre Belloni

7.9k total citations · 3 hit papers
60 papers, 3.5k citations indexed

About

Alexandre Belloni is a scholar working on Statistics and Probability, Artificial Intelligence and Management Science and Operations Research. According to data from OpenAlex, Alexandre Belloni has authored 60 papers receiving a total of 3.5k indexed citations (citations by other indexed papers that have themselves been cited), including 35 papers in Statistics and Probability, 14 papers in Artificial Intelligence and 11 papers in Management Science and Operations Research. Recurrent topics in Alexandre Belloni's work include Statistical Methods and Inference (32 papers), Statistical Methods and Bayesian Inference (12 papers) and Advanced Statistical Methods and Models (9 papers). Alexandre Belloni is often cited by papers focused on Statistical Methods and Inference (32 papers), Statistical Methods and Bayesian Inference (12 papers) and Advanced Statistical Methods and Models (9 papers). Alexandre Belloni collaborates with scholars based in United States, Japan and Brazil. Alexandre Belloni's co-authors include Victor Chernozhukov, Christian Hansen, Lei Wang, Kengo Kato, Robert M. Freund, Denis Chetverikov, Ying Wei, Lie Wang, Duncan Simester and Damian Kozbur and has published in prestigious journals such as Journal of the American Statistical Association, Econometrica and Management Science.

In The Last Decade

Alexandre Belloni

59 papers receiving 3.4k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Inference on Treatment Effects after Selection among High-Dimensional Controls

2013 815 citations Alexandre Belloni, Victor Chernozhukov et al. profile →
High-Dimensional Methods and Inference on Structural and Treatment Effects

2014 388 citations Alexandre Belloni, Victor Chernozhukov et al. profile →
Least squares after model selection in high-dimensional sparse models

2013 339 citations Alexandre Belloni, Victor Chernozhukov profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Alexandre Belloni United States	23	1.5k	1.0k	437	361	310	60	3.5k
Jan R. Magnus Netherlands	35	1.1k 0.7×	1.6k 1.6×	454 1.0×	483 1.3×	497 1.6×	161	4.4k
Hrishikesh D. Vinod United States	27	661 0.4×	905 0.9×	352 0.8×	346 1.0×	323 1.0×	144	3.1k
Gerda Claeskens Belgium	30	2.1k 1.4×	614 0.6×	694 1.6×	504 1.4×	322 1.0×	135	3.7k
Denis Chetverikov United States	16	1.3k 0.9×	711 0.7×	339 0.8×	187 0.5×	210 0.7×	27	2.4k
Enno Mammen Germany	37	3.1k 2.1×	1.2k 1.2×	831 1.9×	710 2.0×	1.1k 3.5×	139	5.3k
Byeong U. Park South Korea	28	1.3k 0.9×	850 0.8×	538 1.2×	984 2.7×	260 0.8×	97	3.0k
Irène Gijbels Belgium	33	3.5k 2.3×	870 0.9×	943 2.2×	668 1.9×	948 3.1×	160	5.4k
Thomas M. Stoker United States	23	1.3k 0.9×	1.8k 1.8×	274 0.6×	214 0.6×	337 1.1×	47	3.5k
David Pollard United States	23	3.2k 2.2×	1.0k 1.0×	1.6k 3.5×	628 1.7×	904 2.9×	43	5.8k
Göran Kauermann Germany	24	933 0.6×	497 0.5×	247 0.6×	195 0.5×	167 0.5×	131	2.3k

Countries citing papers authored by Alexandre Belloni

Since Specialization

Citations

This map shows the geographic impact of Alexandre Belloni's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Alexandre Belloni with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alexandre Belloni more than expected).

Fields of papers citing papers by Alexandre Belloni

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Alexandre Belloni. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Alexandre Belloni. The network helps show where Alexandre Belloni may publish in the future.

Co-authorship network of co-authors of Alexandre Belloni

This figure shows the co-authorship network connecting the top 25 collaborators of Alexandre Belloni. A scholar is included among the top collaborators of Alexandre Belloni based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Alexandre Belloni. Alexandre Belloni is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Belloni, Alexandre, et al.. (2025). Quantile graphical models: Prediction and conditional independence with applications to systemic risk. Journal of Econometrics. 252. 106100–106100.

Alaei, Saeed, Alexandre Belloni, Ali Makhdoumi, & Azarakhsh Malekian. (2024). Optimal Auction Design with Deferred Inspection and Reward. Operations Research. 72(6). 2413–2429. 1 indexed citations

Ata, Barış, Alexandre Belloni, & Ozan Candogan. (2023). Latent Agents in Networks: Estimation and Targeting. Operations Research. 72(2). 549–569. 1 indexed citations

Belloni, Alexandre, Victor Chernozhukov, Denis Chetverikov, & Ying Wei. (2018). Uniformly valid post-regularization confidence regions for many functional parameters in z-estimation framework. DSpace@MIT (Massachusetts Institute of Technology). 1 indexed citations

Belloni, Alexandre, Victor Chernozhukov, Denis Chetverikov, & Ying Wei. (2018). Uniformly valid post-regularization confidence regions for many functional parameters in z-estimation framework. The Annals of Statistics. 46(6B). 3643–3675. 22 indexed citations

Belloni, Alexandre, Victor Chernozhukov, Iván Fernández‐Val, & Christian Hansen. (2017). Supplement to “program evaluation and causal inference with high-dimensional data". OpenBU/Boston University Institutional Repository (Boston University). 1 indexed citations

Belloni, Alexandre, Victor Chernozhukov, & Ying Wei. (2016). Post-Selection Inference for Generalized Linear Models With Many Controls. Journal of Business and Economic Statistics. 34(4). 606–619. 94 indexed citations

Belloni, Alexandre, et al.. (2016). quantreg.nonpar: An R Package for Performing Nonparametric Series Quantile Regression. The R Journal. 8(2). 370–370. 5 indexed citations

Belloni, Alexandre, Tengyuan Liang, Hariharan Narayanan, & Alexander Rakhlin. (2015). Escaping the Local Minima via Simulated Annealing: Optimization of Approximately Convex Functions. Conference on Learning Theory. 240–265. 16 indexed citations

10.

Belloni, Alexandre, Mathieu Rosenbaum, & Alexandre B. Tsybakov. (2014). Linear and Conic Programming Estimators in High-Dimensional Errors-in-variables Models. arXiv (Cornell University). 31 indexed citations

11.

Belloni, Alexandre, Victor Chernozhukov, & Lie Wang. (2014). Pivotal estimation via square-root Lasso in nonparametric regression. The Annals of Statistics. 42(2). 55 indexed citations

12.

Belloni, Alexandre, Victor Chernozhukov, & Ying Wei. (2013). Honest Confidence Regions for Logistic Regression with a Large Number of Controls. arXiv (Cornell University). 6 indexed citations

13.

Belloni, Alexandre, Victor Chernozhukov, & Kengo Kato. (2013). Uniform Post Selection Inference for LAD Regression Models. arXiv (Cornell University). 1 indexed citations

14.

Belloni, Alexandre, Mitchell J. Lovett, William Boulding, & Richard Staelin. (2012). Optimal Admission and Scholarship Decisions: Choosing Customized Marketing Offers to Attract a Desirable Mix of Customers. Marketing Science. 31(4). 621–636. 8 indexed citations

15.

Belloni, Alexandre, Victor Chernozhukov, & Lei Wang. (2011). Square-root lasso: pivotal recovery of sparse signals via conic programming. Biometrika. 98(4). 791–806. 255 indexed citations

16.

Belloni, Alexandre, Victor Chernozhukov, & Iván Fernández‐Val. (2011). Conditional Quantile Processes Based on Series or Many Regressors. SSRN Electronic Journal. 30 indexed citations

17.

Belloni, Alexandre & Victor Chernozhukov. (2009). Post-L1-Penalized Estimators in High-Dimensional Linear Regression Models. arXiv (Cornell University). 1 indexed citations

18.

Belloni, Alexandre, Robert M. Freund, & Santosh Vempala. (2009). An Efficient Rescaled Perceptron Algorithm for Conic Systems. Mathematics of Operations Research. 34(3). 621–641. 11 indexed citations

19.

Belloni, Alexandre & Robert M. Freund. (2006). On the symmetry function of a convex set. Mathematical Programming. 111(1-2). 57–93. 11 indexed citations

20.

Belloni, Alexandre, et al.. (2003). Bundle Relaxation and Primal Recovery in Unit Commitment Problems. The Brazilian Case. Annals of Operations Research. 120(1-4). 21–44. 46 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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