Alice Guionnet

5.2k total citations · 1 hit paper
79 papers, 2.3k citations indexed

About

Alice Guionnet is a scholar working on Statistics and Probability, Mathematical Physics and Discrete Mathematics and Combinatorics. According to data from OpenAlex, Alice Guionnet has authored 79 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 67 papers in Statistics and Probability, 54 papers in Mathematical Physics and 19 papers in Discrete Mathematics and Combinatorics. Recurrent topics in Alice Guionnet's work include Random Matrices and Applications (59 papers), Stochastic processes and statistical mechanics (25 papers) and Advanced Algebra and Geometry (20 papers). Alice Guionnet is often cited by papers focused on Random Matrices and Applications (59 papers), Stochastic processes and statistical mechanics (25 papers) and Advanced Algebra and Geometry (20 papers). Alice Guionnet collaborates with scholars based in France, United States and Switzerland. Alice Guionnet's co-authors include Ofer Zeitouni, Greg W. Anderson, Gérard Ben Arous, Pierre Del Moral, Amir Dembo, Mylène Maïda, Florent Benaych-Georges, Dimitri Shlyakhtenko, Manjunath Krishnapur and Charles Bordenave and has published in prestigious journals such as Physical Review Letters, SHILAP Revista de lepidopterología and Communications in Mathematical Physics.

In The Last Decade

Alice Guionnet

78 papers receiving 2.2k citations

Hit Papers

An Introduction to Random Matrices 2009 2026 2014 2020 2009 100 200 300 400 500
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.

  1. An Introduction to Random Matrices
    2009 598 citations Alice Guionnet, Ofer Zeitouni et al. profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Alice Guionnet France 26 1.7k 1.3k 593 292 277 79 2.3k
Jinho Baik United States 22 2.1k 1.3× 1.4k 1.1× 786 1.3× 577 2.0× 260 0.9× 44 2.8k
Gérard Ben Arous United States 28 1.1k 0.7× 1.2k 1.0× 231 0.4× 509 1.7× 154 0.6× 86 2.8k
Itaï Benjamini Israel 25 881 0.5× 1.5k 1.2× 235 0.4× 147 0.5× 504 1.8× 132 2.1k
A. M. Vershik Russia 28 484 0.3× 1.5k 1.2× 601 1.0× 283 1.0× 962 3.5× 172 2.7k
Richard Kenyon United States 25 647 0.4× 1.2k 1.0× 369 0.6× 61 0.2× 610 2.2× 68 2.0k
Sandrine Péché France 15 1.0k 0.6× 593 0.5× 362 0.6× 241 0.8× 93 0.3× 27 1.2k
Laurent Saloff‐Coste United States 23 812 0.5× 1.6k 1.3× 188 0.3× 273 0.9× 803 2.9× 80 3.1k
Oded Schramm United States 35 1.3k 0.8× 2.9k 2.3× 290 0.5× 186 0.6× 1.1k 4.0× 83 4.2k
Tomohiro Sasamoto Japan 25 1.3k 0.8× 1.5k 1.2× 171 0.3× 156 0.5× 117 0.4× 68 2.1k
Vyacheslav L. Girko Ukraine 14 593 0.4× 411 0.3× 164 0.3× 112 0.4× 71 0.3× 88 974

Countries citing papers authored by Alice Guionnet

Since Specialization
Citations

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

Fields of papers citing papers by Alice Guionnet

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Alice Guionnet

This figure shows the co-authorship network connecting the top 25 collaborators of Alice Guionnet. A scholar is included among the top collaborators of Alice Guionnet 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 Alice Guionnet. Alice Guionnet is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Borot, Gaëtan & Alice Guionnet. (2024). Asymptotic expansion of matrix models in the multi-cut regime. Forum of Mathematics Sigma. 12. 8 indexed citations
2.
Guionnet, Alice, Justin Ko, Florent Krząkała, & Lenka Zdeborová. (2024). Estimating Rank-One Matrices with Mismatched Prior and Noise: Universality and Large Deviations. Communications in Mathematical Physics. 406(1). 3 indexed citations
3.
Guionnet, Alice, et al.. (2022). Large deviations for Gibbs ensembles of the classical Toda chain. Electronic Journal of Probability. 27(none). 7 indexed citations
4.
Guionnet, Alice, et al.. (2022). Asymptotics of k dimensional spherical integrals and applications. Latin American Journal of Probability and Mathematical Statistics. 19(1). 769–769. 3 indexed citations
5.
Guionnet, Alice, et al.. (2021). Free transport for convex potentials. HAL (Le Centre pour la Communication Scientifique Directe). 3 indexed citations
6.
Erdős, László, Friedrich Götze, & Alice Guionnet. (2020). Random Matrices. Oberwolfach Reports. 16(4). 3459–3527.
7.
Guionnet, Alice. (2019). Asymptotics of Random Matrices and Related Models. 8 indexed citations
8.
Guionnet, Alice & Mylène Maïda. (2018). Large deviations for the largest eigenvalue of the sum of two random matrices. HAL (Le Centre pour la Communication Scientifique Directe). 8 indexed citations
9.
Borot, Gaëtan & Alice Guionnet. (2013). All-order asymptotic expansion of beta matrix models in the multi-cut regime. arXiv (Cornell University). 2 indexed citations
10.
Bouchaud, Jean‐Philippe, et al.. (2012). Invariant Beta Ensembles and the Gauss-Wigner Crossover. Physical Review Letters. 109(9). 94102–94102. 38 indexed citations
11.
Guionnet, Alice, Vaughan F. R. Jones, & Dimitri Shlyakhtenko. (2011). A semi-finite algebra associated to a subfactor planar algebra. Journal of Functional Analysis. 261(5). 1345–1360. 12 indexed citations
12.
Guionnet, Alice, Manjunath Krishnapur, & Ofer Zeitouni. (2011). The single ring theorem. Annals of Mathematics. 174(2). 1189–1217. 65 indexed citations
13.
Guionnet, Alice. (2009). Large Random Matrices: Lectures on Macroscopic Asymptotics. Lecture notes in mathematics. 38 indexed citations
14.
Guionnet, Alice & Dimitri Shlyakhtenko. (2007). On classical analogues of free entropy dimension. Journal of Functional Analysis. 251(2). 738–771. 9 indexed citations
15.
Collins, Benoı̂t, et al.. (2006). Asymptotics of unitary matrix integrals. arXiv (Cornell University). 2 indexed citations
16.
Guionnet, Alice. (2004). First Order Asymptotics of Matrix Integrals; A Rigorous Approach Towards the Understanding of Matrix Models. Communications in Mathematical Physics. 244(3). 527–569. 34 indexed citations
17.
Guionnet, Alice, et al.. (2003). Discussions around Voiculescu's free entropies. Advances in Mathematics. 174(2). 167–226. 8 indexed citations
18.
Guionnet, Alice & Ofer Zeitouni. (2002). Large Deviations Asymptotics for Spherical Integrals. Journal of Functional Analysis. 188(2). 461–515. 57 indexed citations
19.
Moral, Pierre Del & Alice Guionnet. (1998). Large deviations for interacting particle systems: Applications to non-linear filtering. Stochastic Processes and their Applications. 78(1). 69–95. 26 indexed citations
20.
Guionnet, Alice. (1997). Averaged and quenched propagation of chaos for spin glass dynamics. Probability Theory and Related Fields. 109(2). 183–215. 19 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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