Alain Berlinet

2.1k total citations · 1 hit paper
37 papers, 1.1k citations indexed

About

Alain Berlinet is a scholar working on Statistics and Probability, Artificial Intelligence and Control and Systems Engineering. According to data from OpenAlex, Alain Berlinet has authored 37 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 25 papers in Statistics and Probability, 13 papers in Artificial Intelligence and 7 papers in Control and Systems Engineering. Recurrent topics in Alain Berlinet's work include Statistical Methods and Inference (21 papers), Bayesian Methods and Mixture Models (10 papers) and Advanced Statistical Methods and Models (9 papers). Alain Berlinet is often cited by papers focused on Statistical Methods and Inference (21 papers), Bayesian Methods and Mixture Models (10 papers) and Advanced Statistical Methods and Models (9 papers). Alain Berlinet collaborates with scholars based in France, Czechia and Belgium. Alain Berlinet's co-authors include Christine Thomas‐Agnan, Ali Gannoun, Igor Vajda, Christian Francq, László Györfi, Edward C. van der Meulen, Éric Matzner-Løber, Luc Devroye, Jan Beirlant and Gérard Biau and has published in prestigious journals such as IEEE Transactions on Information Theory, Numerische Mathematik and Computational Statistics & Data Analysis.

In The Last Decade

Alain Berlinet

36 papers receiving 1.0k 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.

Reproducing Kernel Hilbert Spaces in Probability and Statistics

2004 810 citations Alain Berlinet et al. profile →

Peers

Alain Berlinet

AI

SP

CSE

CVPR

CM

Chii-Ruey Hwang Taiwan

Lucien Birgé France

William Steiger United States

E. Masry United States

Sam Efromovich United States

Michele Pavon Italy

Randal Douc France

Ernesto De Vito Italy

Amarjit Budhiraja United States

Michel Ledoux France

Chii-Ruey Hwang Taiwan

Alain Berlinet

471 ×1.2

AI

506 ×1.4

SP

74 ×0.5

CSE

108 ×0.8

CVPR

68 ×0.6

CM

Citations per year, relative to Alain Berlinet Alain Berlinet (= 1×) peers Chii-Ruey Hwang

Countries citing papers authored by Alain Berlinet

Since Specialization

Citations

This map shows the geographic impact of Alain Berlinet'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 Alain Berlinet with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alain Berlinet more than expected).

Fields of papers citing papers by Alain Berlinet

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Alain Berlinet. 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 Alain Berlinet. The network helps show where Alain Berlinet may publish in the future.

Co-authorship network of co-authors of Alain Berlinet

This figure shows the co-authorship network connecting the top 25 collaborators of Alain Berlinet. A scholar is included among the top collaborators of Alain Berlinet 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 Alain Berlinet. Alain Berlinet 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

1.

Berlinet, Alain & C. P. A. Roland. (2011). Geometric interpretation of some Cauchy related methods. Numerische Mathematik. 119(3). 437–464. 2 indexed citations

2.

Berlinet, Alain. (2009). REPRODUCING KERNELS IN PROBABILITY AND STATISTICS. 153–162. 1 indexed citations

3.

Berlinet, Alain, et al.. (2008). Parabolic acceleration of the EM algorithm. Statistics and Computing. 19(1). 35–47. 13 indexed citations

4.

Beirlant, Jan, Alain Berlinet, & Gérard Biau. (2007). Higher order estimation at Lebesgue points. Annals of the Institute of Statistical Mathematics. 60(3). 651–677. 3 indexed citations

5.

Berlinet, Alain, et al.. (2005). Parameter selection in modified histogram estimates. Statistics. 39(2). 91–105. 1 indexed citations

6.

Berlinet, Alain & Igor Vajda. (2005). On asymptotic sufficiency and optimality of quantizations. Journal of Statistical Planning and Inference. 136(12). 4217–4238. 1 indexed citations

7.

Berlinet, Alain, et al.. (2005). Optimal bandwidth selection for variable kernel density estimates. Statistics & Probability Letters. 74(2). 116–128. 5 indexed citations

8.

Berlinet, Alain & Gérard Biau. (2004). Iterated modified histograms as dynamical systems. Journal of nonparametric statistics. 16(3-4). 385–401. 1 indexed citations

9.

Beirlant, Jan, Alain Berlinet, Gérard Biau, & Igor Vajda. (2002). Divergence-type errors of smooth Barron-type density estimators. Test. 11(1). 191–217. 3 indexed citations

10.

Berlinet, Alain, et al.. (2002). Generalized piecewise linear histograms. Statistica Neerlandica. 56(3). 301–313. 3 indexed citations

11.

Berlinet, Alain & Igor Vajda. (2001). Nonnegative piecewise linear histograms. Statistics. 35(4). 295–317. 2 indexed citations

12.

Berlinet, Alain, Friedrich Liese, & Igor Vajda. (2000). Necessary and sufficient conditions for consistency of M-estimates in regression models with general errors. Journal of Statistical Planning and Inference. 89(1-2). 243–267. 12 indexed citations

13.

Berlinet, Alain. (1999). How to get Central Limit Theorems for global errors of estimates. Applications of Mathematics. 44(2). 81–96. 3 indexed citations

14.

Abdous, Belkacem & Alain Berlinet. (1998). Pointwise Improvement of Multivariate Kernel Density Estimates. Journal of Multivariate Analysis. 65(2). 109–128. 1 indexed citations

15.

Berlinet, Alain, Ali Gannoun, & Éric Matzner-Løber. (1998). Normalité asymptotique d'estimateurs convergents du mode conditionnel. Canadian Journal of Statistics. 26(2). 365–380. 21 indexed citations

16.

Berlinet, Alain & Christian Francq. (1997). On Bartlett’s Formula for Non‐linear Processes. Journal of Time Series Analysis. 18(6). 535–552. 12 indexed citations

17.

Berlinet, Alain, Luc Devroye, & László Györfi. (1995). Asymptotic Normality ofL₁-Error in Density Estimation. Statistics. 26(4). 329–343. 19 indexed citations

18.

Berlinet, Alain & Christian Francq. (1990). Stationnarité et identification d'un processus bilinéaire strictement superdiagonal. SPIRE - Sciences Po Institutional REpository. 15(1). 1–24. 5 indexed citations

19.

Berlinet, Alain. (1986). An optimality theorem and its application to estimation. 28(1). 79–88. 2 indexed citations

20.

Berlinet, Alain. (1985). Sequence transformations as statistical tools. Applied Numerical Mathematics. 1(6). 531–544. 6 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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