László Györfi

Orcid: 0000-0001-6287-0085

Affiliations:
  • Budapest University of Technology and Economics, Hungary


According to our database1, László Györfi authored at least 63 papers between 1974 and 2023.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 1997, "For contributions to pattern recognition, estimation, and classification.".

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Bibliography

2023
Lossless Transformations and Excess Risk Bounds in Statistical Inference.
Entropy, October, 2023

Tree Density Estimation.
IEEE Trans. Inf. Theory, February, 2023

Classification With Repeated Observations.
IEEE Signal Process. Lett., 2023

On rate-optimal classification from non-private and from private data.
CoRR, 2023

Repeated Observations for Classification.
CoRR, 2023

2022
On the Consistency of the Kozachenko-Leonenko Entropy Estimate.
IEEE Trans. Inf. Theory, 2022

2021
Universal consistency and rates of convergence of multiclass prototype algorithms in metric spaces.
J. Mach. Learn. Res., 2021

2019
The limit distribution of the maximum probability nearest-neighbour ball.
J. Appl. Probab., 2019

2017
Rate of Convergence of $k$-Nearest-Neighbor Classification Rule.
J. Mach. Learn. Res., 2017

On the measure of Voronoi cells.
J. Appl. Probab., 2017

2016
Exact Rate of Convergence of Kernel-Based Classification Rule.
Proceedings of the Challenges in Computational Statistics and Data Mining, 2016

2015
On the asymptotic normality of an estimate of a regression functional.
J. Mach. Learn. Res., 2015

2014
Some remarks on robust binary hypothesis testing.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2013
Strong Universal Consistent Estimate of the Minimum Mean Squared Error.
Proceedings of the Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik, 2013

2012
Empirical Portfolio Selection Strategies With Proportional Transaction Costs.
IEEE Trans. Inf. Theory, 2012

2011
On the rate of convergence of the St. Petersburg game.
Period. Math. Hung., 2011

Why L1 view and what is next?
Kybernetika, 2011

2010
Guest editors' foreword.
Theor. Comput. Sci., 2010

Consistent Nonparametric Tests of Independence.
J. Mach. Learn. Res., 2010

2009
Performance of Auctions and Sealed Bids.
Proceedings of the Computer Performance Engineering, 2009

St. Petersburg Portfolio Games.
Proceedings of the Algorithmic Learning Theory, 20th International Conference, 2009

2008
Quantization for Nonparametric Regression.
IEEE Trans. Inf. Theory, 2008

Growth Optimal Investment with Transaction Costs.
Proceedings of the Algorithmic Learning Theory, 19th International Conference, 2008

Nonparametric Independence Tests: Space Partitioning and Kernel Approaches.
Proceedings of the Algorithmic Learning Theory, 19th International Conference, 2008

2007
Nonparametric Estimation of Conditional Distributions.
IEEE Trans. Inf. Theory, 2007

Strongly consistent nonparametric forecasting and regression for stationary ergodic sequences.
CoRR, 2007

Nonparametric inference for ergodic, stationary time series.
CoRR, 2007

Queueing for ergodic arrivals and services.
CoRR, 2007

Sequential prediction of binary sequence with side information only.
Proceedings of the IEEE International Symposium on Information Theory, 2007

2006
Hannan Consistency in On-Line Learning in Case of Unbounded Losses Under Partial Monitoring.
Proceedings of the Algorithmic Learning Theory, 17th International Conference, 2006

2005
On the asymptotic properties of a nonparametric L<sub>1</sub>-test statistic of homogeneity.
IEEE Trans. Inf. Theory, 2005

Individual convergence rates in empirical vector quantizer design.
IEEE Trans. Inf. Theory, 2005

Analysis of Collision Channel with Asynchronous Access.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2005

2004
Signature coding and information transfer for the multiple access adder channel.
Proceedings of the 2004 IEEE Information Theory Workshop, 2004

Improved convergence rates in empirical vector quantizer design.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

2002
Relative stability of global errors of nonparametric function estimators.
IEEE Trans. Inf. Theory, 2002

A note on robust hypothesis testing.
IEEE Trans. Inf. Theory, 2002

A Distribution-Free Theory of Nonparametric Regression.
Springer series in statistics, Springer, ISBN: 978-0-387-95441-7, 2002

2000
Exact Error Probability for Slow Frequency Hopping.
Eur. Trans. Telecommun., 2000

On Some Metrics of TCP.
Proceedings of the Proceedings 27th Conference on Local Computer Networks, 2000

1999
A simple randomized algorithm for sequential prediction of ergodic time series.
IEEE Trans. Inf. Theory, 1999

Distribution-free confidence intervals for measurement of effective bandwidths.
SIGMETRICS Perform. Evaluation Rev., 1999

Lower Bounds for Bayes Error Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

1998
Analysis of protocol sequences for slow frequency hopping.
Wirel. Networks, 1998

Limits to Consistent On-Line Forecasting for Ergodic Time Series.
IEEE Trans. Inf. Theory, 1998

1996
A Probabilistic Theory of Pattern Recognition
Stochastic Modelling and Applied Probability 31, Springer, ISBN: 978-1-4612-0711-5, 1996

1994
There is no universal source code for an infinite source alphabet.
IEEE Trans. Inf. Theory, 1994

Pitman efficiencies of L<sub>p</sub>-goodness-of-fit tests.
Kybernetika, 1994

1993
Constructions of protocol sequences for multiple access collision channel without feedback.
IEEE Trans. Inf. Theory, 1993

On Universal Noiseless Source Coding for Infinite Source Alphabets.
Eur. Trans. Telecommun., 1993

1992
Distribution estimation consistent in total variation and in two types of information divergence.
IEEE Trans. Inf. Theory, 1992

Constructions of binary constant-weight cyclic codes and cyclically permutable codes.
IEEE Trans. Inf. Theory, 1992

1990
The L<sub>1</sub> and L<sub>2</sub> strong consistency of recursive kernel density estimation from dependent samples.
IEEE Trans. Inf. Theory, 1990

1988
Superimposed codes in R<sup>n</sup>.
IEEE Trans. Inf. Theory, 1988

1984
Adaptive linear procedures under general conditions.
IEEE Trans. Inf. Theory, 1984

1982
An Error Correcting Rule Using Memory for Simple ALOHA Channels.
IEEE Trans. Commun., 1982

Analysis of Multiple Access Channel using Multiple Level FSK.
Proceedings of the Cryptography, Proceedings of the Workshop on Cryptography, Burg Feuerstein, Germany, March 29, 1982

1981
A block code for noiseless asynchronous multiple-access OR channel.
IEEE Trans. Inf. Theory, 1981

The rate of convergence of k<sub>n</sub>-NN regression estimates and classification rules.
IEEE Trans. Inf. Theory, 1981

1978
An upper bound on the asymptotic error probability on the k-nearest neighbor rule for multiple classes (Corresp.).
IEEE Trans. Inf. Theory, 1978

On the rate of convergence of nearest neighbor rules (Corresp.).
IEEE Trans. Inf. Theory, 1978

1975
On the continuity of the error distortion function for multiple-hypothesis decisions (Corresp.).
IEEE Trans. Inf. Theory, 1975

1974
On the estimation of asymptotic error probability (Corresp.).
IEEE Trans. Inf. Theory, 1974


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