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Classification With Repeated Observations

IEEE signal processing letters, 2023, Vol.30, p.1522-1526

2023

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Strongly universally consistent nonparametric regression and classification with privatised data

Electronic journal of statistics, 2021-01, Vol.15 (1)

2021

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On the Consistency of the Kozachenko-Leonenko Entropy Estimate

IEEE transactions on information theory, 2022-02, Vol.68 (2), p.1178-1185

2022

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A nearest neighbor estimate of the residual variance

Electronic journal of statistics, 2018-01, Vol.12 (1)

2018

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Tail Probabilities of St. Petersburg Sums, Trimmed Sums, and Their Limit

Journal of theoretical probability, 2017-09, Vol.30 (3), p.1104-1129

2017

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NONPARAMETRIC KERNEL-BASED SEQUENTIAL INVESTMENT STRATEGIES

Mathematical finance, 2006-04, Vol.16 (2), p.337-357

2006

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Tree Density Estimation

IEEE transactions on information theory, 2023-02, Vol.69 (2), p.1-1

2023

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Exact Rate of Convergence of Kernel-Based Classification Rule

Challenges in Computational Statistics and Data Mining, 2016, Vol.605, p.71-91

2016

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Empirical Portfolio Selection Strategies With Proportional Transaction Costs

IEEE transactions on information theory, 2012-10, Vol.58 (10), p.6320-6331

2012

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On the Strong Universal Consistency of Nearest Neighbor Regression Function Estimates

The Annals of statistics, 1994-09, Vol.22 (3), p.1371-1385

1994

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On the asymptotic properties of a nonparametric L1-test statistic of homogeneity

IEEE transactions on information theory, 2005-11, Vol.51 (11), p.3965-3973

2005

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Nonparametric sequential prediction of time series

Journal of nonparametric statistics, 2010-04, Vol.22 (3), p.297-317

2010

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Nonparametric Estimation of Conditional Distributions

IEEE transactions on information theory, 2007-05, Vol.53 (5), p.1872-1879

2007

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Lossless Transformations and Excess Risk Bounds in Statistical Inference

Entropy (Basel, Switzerland), 2023-09, Vol.25 (10), p.1394

2023

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Sequential Prediction of Unbounded Stationary Time Series

IEEE transactions on information theory, 2007-05, Vol.53 (5), p.1866-1872

2007

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Lower bounds for Bayes error estimation

IEEE transactions on pattern analysis and machine intelligence, 1999-07, Vol.21 (7), p.643-645

1999

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Quantization for Nonparametric Regression

IEEE transactions on information theory, 2008-02, Vol.54 (2), p.867-874

2008

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Individual convergence rates in empirical vector quantizer design

IEEE transactions on information theory, 2005-11, Vol.51 (11), p.4013-4022

2005

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Hannan Consistency in On-Line Learning in Case of Unbounded Losses Under Partial Monitoring

Algorithmic Learning Theory, 2006, p.229-243

2006

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Distribution-free Theory of Nonparametric Regression {Springer Series in Statistics}

1, 2002

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A note on robust hypothesis testing

IEEE transactions on information theory, 2002-07, Vol.48 (7), p.2111-2114

2002

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Analysis of Collision Channel with Asynchronous Access

IEICE transactions on fundamentals of electronics, communications and computer sciences, 2005-10, Vol.E88-A (10), p.2878-2884

GYORFI, L.

2005

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Limits to consistent on-line forecasting for ergodic time series

IEEE transactions on information theory, 1998-03, Vol.44 (2), p.886-892

1998

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Strongly consistent model selection for densities

Test (Madrid, Spain), 2008-11, Vol.17 (3), p.531-545

2008

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The limit distribution of the maximum probability nearest-neighbour ball

Journal of applied probability, 2019-06, Vol.56 (2), p.574-589

2019

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Classification With Repeated Observations

Strongly universally consistent nonparametric regression and classification with privatised data

On the Consistency of the Kozachenko-Leonenko Entropy Estimate

A nearest neighbor estimate of the residual variance

Tail Probabilities of St. Petersburg Sums, Trimmed Sums, and Their Limit

NONPARAMETRIC KERNEL-BASED SEQUENTIAL INVESTMENT STRATEGIES

Tree Density Estimation

Exact Rate of Convergence of Kernel-Based Classification Rule

Empirical Portfolio Selection Strategies With Proportional Transaction Costs

On the Strong Universal Consistency of Nearest Neighbor Regression Function Estimates

On the asymptotic properties of a nonparametric L1-test statistic of homogeneity

Nonparametric sequential prediction of time series

Nonparametric Estimation of Conditional Distributions

Lossless Transformations and Excess Risk Bounds in Statistical Inference

Sequential Prediction of Unbounded Stationary Time Series

Lower bounds for Bayes error estimation

Quantization for Nonparametric Regression

Individual convergence rates in empirical vector quantizer design

Hannan Consistency in On-Line Learning in Case of Unbounded Losses Under Partial Monitoring

Distribution-free Theory of Nonparametric Regression {Springer Series in Statistics}

A note on robust hypothesis testing

Analysis of Collision Channel with Asynchronous Access

Limits to consistent on-line forecasting for ergodic time series

Strongly consistent model selection for densities

The limit distribution of the maximum probability nearest-neighbour ball

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