László Györfi

11.1k total citations · 4 hit papers
113 papers, 6.5k citations indexed

About

László Györfi is a scholar working on Artificial Intelligence, Statistics and Probability and Computer Networks and Communications. According to data from OpenAlex, László Györfi has authored 113 papers receiving a total of 6.5k indexed citations (citations by other indexed papers that have themselves been cited), including 50 papers in Artificial Intelligence, 48 papers in Statistics and Probability and 16 papers in Computer Networks and Communications. Recurrent topics in László Györfi's work include Statistical Methods and Inference (41 papers), Advanced Statistical Methods and Models (13 papers) and Bayesian Methods and Mixture Models (12 papers). László Györfi is often cited by papers focused on Statistical Methods and Inference (41 papers), Advanced Statistical Methods and Models (13 papers) and Bayesian Methods and Mixture Models (12 papers). László Györfi collaborates with scholars based in Hungary, Germany and Belgium. László Györfi's co-authors include Luc Devroye, Gábor Lugosi, Harro Walk, Adam Krzyżak, Michael Köhler, Charles Taylor, James R. Thompson, Jan Beirlant, István Dénes and Edward C. van der Meulen and has published in prestigious journals such as Journal of the American Statistical Association, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Information Theory.

In The Last Decade

László Györfi

107 papers receiving 6.0k 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.

A Probabilistic Theory of Pattern Recognition

1996 1.9k citations Luc Devroye, László Györfi et al. profile →
A Distribution-Free Theory of Nonparametric Regression

2002 966 citations László Györfi, Adam Krzyżak et al. profile →
Nonparametric Density Estimation: The L 1 View.

1985 542 citations Luc Devroye, László Györfi et al. profile →
Nonparametric Density Estimation: The L 1 View.

1987 537 citations Luc Devroye, László Györfi et al. profile →

Peers

Countries citing papers authored by László Györfi

Since Specialization

Citations

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

Fields of papers citing papers by László Györfi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of László Györfi

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

#	Work	Indexed citations
1	Lossless Transformations and Excess Risk Bounds in Statistical Inference 2023 ·Entropy ·László Györfi, Tamás Linder, Harro Walk	3
2	Classification With Repeated Observations 2023 ·IEEE Signal Processing Letters ·(unknown), László Györfi, Harro Walk	1
3	On Rate Optimal Private Regression Under Local Differential Privacy 2023 ·Statistica Sinica ·László Györfi, Martin H. Kroll	0
4	A nearest neighbor estimate of the residual variance 2018 ·Electronic Journal of Statistics ·Luc Devroye, László Györfi, Gábor Lugosi, Harro Walk	7
5	On the asymptotic normality of an estimate of a regression functional 2015 ·Journal of Machine Learning Research ·László Györfi, Harro Walk	2
6	Machine Learning for Financial Engineering (Advances in Computer Science and Engineering: Texts) 2011 ·IMPERIAL COLLEGE PRESS eBooks ·László Györfi, (unknown), Harro Walk	2
7	Machine Learning for Financial Engineering 2011 ·László Györfi, (unknown), Harro Walk	26
8	Consistent Nonparametric Tests of Independence 2010 ·Journal of Machine Learning Research ·Arthur Gretton, László Györfi	63
9	Principles of stability analysis for random accessing with feedback 2007 ·SZTAKI Publication Repository (Hungarian Academy of Sciences) ·László Györfi, (unknown), James L. Massey	2
10	Coding for multiple-access collision channel without feedback 2007 ·SZTAKI Publication Repository (Hungarian Academy of Sciences) ·László Györfi, (unknown)	1
11	Information-theoretic methods in testing the goodness of fit 2002 ·László Györfi, (unknown), Igor Vajda	16
12	Spline techniques for solving first-order evolution equations in Banach spaces 2001 ·Computers & Mathematics with Applications ·László Györfi, I. Joó, (unknown)	2
13	Distribution-free confidence intervals for measurement of effective bandwidth 2000 ·Journal of Applied Probability ·László Györfi, András Rácz, Ken R. Duffy, J. T. Lewis, (unknown)	5
14	Strongly Consistent Nonparametric Forecasting and Regression for Stationary Ergodic Sequences 1999 ·Journal of Multivariate Analysis ·Sidney Yakowitz, László Györfi, John C. Kieffer, (unknown)	7
15	Strong Universal Pointwise Consistency of Some Regression Function Estimates 1999 ·Journal of Multivariate Analysis ·P. Algoet, László Györfi	5
16	Limits to consistent on-line forecasting for ergodic time series 1998 ·László Györfi	44
17	A simple randomized algorithm for consistent sequential prediction of ergodic time series 1998 ·Repositori digital de la UPF (Universitat Pompeu Fabra) ·László Györfi, Gábor Lugosi, (unknown)	1
18	The Hilbert Kernel Regression Estimate 1998 ·Journal of Multivariate Analysis ·Luc Devroye, László Györfi, Adam Krzyżak	12
19	Strong consistency and rates for recursive probability density estimators of stationary processes 1987 ·Journal of Multivariate Analysis ·Elias Masry, László Györfi	48
20	Strong consistent density estimate from ergodic sample 1981 ·Journal of Multivariate Analysis ·László Györfi	26

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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