Luc Devroye

21.6k citations
332 papers · 14.3k · 4 hit papers · h-index 50

Impact in

    • Statistical Methods and Inference
    • Advanced Statistical Methods and Models
    • Bayesian Methods and Mixture Models
    • Machine Learning and Algorithms
    • Algorithms and Data Compression
    • Neural Networks and Applications

Papers in

Luc Devroye

322 papers receiving 12.9k citations

Luc Devroye's Hit Papers

A Probabilistic Theory of Pattern Recognition 1996 · 2.3k citations
2.3k0+13+27Years since publication50010001.5k2.0k2.5k

Peers

Luc Devroye
Comparison fields: 5 of 195
  • Statistics and Probability 4.9k
  • Artificial Intelligence 6.3k
  • Computer Graphics and Computer-Aided Design 592
  • Mathematical Physics 1.4k
  • Statistics, Probability and Uncertainty 950
Replace Donald Geman with:
Donald Geman United States
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Charles R. Johnson United States
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Radford M. Neal Canada
Dimitri P. Bertsekas United States
Luc Devroye relative to Donald Geman United States Donald Geman's profile →
Citations per field
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Citations per year

Countries citing papers authored by Luc Devroye

Since Specialization
Citations

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

Fields of papers citing papers by Luc Devroye

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Luc Devroye, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Luc Devroye Line = papers co-authored together Luc Devroye links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 332 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Non-Uniform Random Variate Generation
Hit paper breakdown →
19862800
2
A Probabilistic Theory of Pattern Recognition
Hit paper breakdown →
19962267
3
Nonparametric Density Estimation: The L 1 View.
Hit paper breakdown →
1985604
4
Nonparametric Density Estimation: The L 1 View.
Hit paper breakdown →
1987600
5 1988385
6 2001307
7 1994234
8 1980184
9 1981156
10 1979147
11 1986145
12 2015134
13 1986133
14 1984126
15 1980117
16 1988105
17 1978103
18 1983103
19 1987101
20 198990

About Luc Devroye

Luc Devroye is a scholar working on Artificial Intelligence, Statistics and Probability, Mathematical Physics, Signal Processing and Computational Theory and Mathematics, having authored 332 papers that have together received 14.3k indexed citations. Recurring topics across this work include Statistical Methods and Inference (82 papers), Stochastic processes and statistical mechanics (80 papers), Bayesian Methods and Mixture Models (69 papers), Algorithms and Data Compression (67 papers), Data Management and Algorithms (64 papers), Computational Geometry and Mesh Generation (31 papers), Mathematical Approximation and Integration (26 papers) and Advanced Statistical Methods and Models (25 papers). The work is most often cited by research in Statistics and Probability (4.9k citations), Artificial Intelligence (6.3k citations), Computer Graphics and Computer-Aided Design (592 citations), Mathematical Physics (1.4k citations) and Statistics, Probability and Uncertainty (950 citations). Luc Devroye has collaborated with scholars based in Canada, Hungary and United States. Frequent co-authors include László Györfi, Gábor Lugosi, T. Wagner, Charles Taylor, James R. Thompson, Adam Krzyżak, Gérard Biau, G.L. Wise, Prosenjit Bose and Paul Deheuvels. Their work appears in journals such as The Annals of Statistics, Random Structures and Algorithms, SIAM Journal on Computing, IEEE Transactions on Information Theory and Journal of Multivariate Analysis.

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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