C. Lacour

Most-cited papers

1. Anisotropic adaptive kernel deconvolution

   F. Comte, C. Lacour

   2013112 citations Open access

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2. Data‐driven density estimation in the presence of additive noise with unknown distribution

   F. Comte, C. Lacour

   201188 citations Open access

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3. Estimator Selection: a New Method with Applications to Kernel Density Estimation

   C. Lacour, P. Massart, V. Rivoirard

   2016Sankhya A64 citations Open access

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4. Rates of convergence for nonparametric deconvolution

   C. Lacour

   200651 citations Open access

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5. Adaptive pointwise estimation of conditional density function

   Karine Bertin, C. Lacour, V. Rivoirard

   201342 citations Open access

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6. Minimal penalty for Goldenshluger-Lepski method

   C. Lacour, P. Massart

   201541 citations Open access

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7. Adaptive estimation of the transition density of a Markov chain

   C. Lacour

   200640 citations Open access

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8. Nonparametric estimation of the stationary density and the transition density of a Markov chain

   C. Lacour

   200637 citations Open access

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9. Minimax Adaptive Estimation of Nonparametric Hidden Markov Models

   Y. de Castro, E. Gassiat, C. Lacour

   2015Journal of machine learning research32 citations

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10. Adaptive estimation of the transition density of a particular hidden Markov chain

    C. Lacour

    200631 citations Open access

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11. Adaptive estimation of the conditional density in presence of censoring.

    Élodie Brunel, F. Comte, C. Lacour

    200728 citations

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12. Inhomogeneous and Anisotropic Conditional Density Estimation from Dependent Data

    N. Akakpo, C. Lacour

    201127 citations Open access

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13. Goodness-of-fit test for noisy directional data

    C. Lacour, Thanh Mai Pham Ngoc

    201221 citations Open access

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14. Adaptive estimation of nonparametric geometric graphs

    Y. de Castro, C. Lacour, Thanh Mai Pham Ngoc

    2017Mathematical Statistics and Learning17 citations Open access

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15. Data driven density estimation in presence of unknown convolution operator

    F. Comte, C. Lacour

    201716 citations

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16. Minimax estimation of the conditional cumulative distribution function

    Élodie Brunel, F. Comte, C. Lacour

    201013 citations Open access

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17. Non compact estimation of the conditional density from direct or noisy data

    F. Comte, C. Lacour

    2023Annales De L Institut Henri Poincare-probabilites Et Statistiques12 citations Open access

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18. Numerical performance of Penalized Comparison to Overfitting for multivariate kernel density estimation

    S. Varet, C. Lacour, P. Massart, V. Rivoirard

    2019E S A I M: Probability & Statistics12 citations Open access

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19. Pointwise deconvolution with unknown error distribution

    F. Comte, C. Lacour

    201011 citations

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20. Adaptive pointwise estimation for pure jump Lévy processes

    M. Bec, C. Lacour

    2012Statistical Inference for Stochastic Processes : An International Journal devoted to Time Series Analysis and the Statistics of Continuous Time Processes and Dynamical Systems10 citations Open access

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21. Adaptive estimation of conditional density function

    Karine Bertin, C. Lacour, V. Rivoirard

    20139 citations

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22. ADAPTIVE KERNEL ESTIMATION OF THE L

    Evy Density, Elina Bec, C. Lacour

    20119 citations

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23. Adaptive estimation of the dynamics of a discrete time stochastic volatility model

    F. Comte, C. Lacour, Y. Rozenholc

    20109 citations Open access

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24. Concentration inequality for U-statistics of order two for uniformly ergodic Markov chains

    Quentin Duchemin, Y. de Castro, C. Lacour

    2020Bernoulli6 citations

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25. Adaptive Greedy Algorithm for Moderately Large Dimensions in Kernel Conditional Density Estimation

    Minh Nguyen, C. Lacour, V. Rivoirard

    2019Journal of machine learning research5 citations

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26. Optimal adaptive estimation of the relative density

    G. Chagny, C. Lacour

    20155 citations Open access

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27. Deconvolution with estimated characteristic function of the errors.

    F. Comte, C. Lacour

    20085 citations

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28. Uniform deconvolution for Poisson Point Processes

    Anna Bonnet, C. Lacour, F. Picard, V. Rivoirard

    2020Journal of machine learning research4 citations

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29. Minimax Adaptive Estimation of Nonparametric Geometric Graphs

    Y. de Castro, C. Lacour, Thanh Mai Pham Ngoc

    20174 citations

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30. ErratumErratum to “Nonparametric estimation of the stationary density and the transition density of a Markov chain” [Stoch. Process. Appl. 118 (2008) 232–260]

    C. Lacour

    20124 citations Open access

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31. Goodness-of-fit test for noisy directional data

    Thanh Mai Pham Ngoc, Peter T. Kim, Jaehyun Koo, C. Lacour

    20153 citations

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32. Is model selection possible for the $\ell_p$-loss? PCO estimation for regression models

    C. Lacour, P. Massart, V. Rivoirard

    20251 citations

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33. Three rates of convergence or separation via U-statistics in a dependent framework

    Quentin Duchemin, Y. de Castro, C. Lacour

    2021Journal of machine learning research1 citations

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34. OPTIMAL ADAPTIVE ESTIMATION OF THE RELATIVE DENSITY: SUPPLEMENTARY MATERIAL

    G. Chagny, C. Lacour

    20141 citations

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35. Nonparametric optimal density estimation for censored circular data

    Nicolas Conanec, C. Lacour, Thanh Mai Pham Ngoc

    2025Electronic Journal of Statistics0 citations Open access

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36. Semiparametric inference for mixtures of circular data

    C. Lacour, Thanh Mai Pham Ngoc

    2021Electronic Journal of Statistics0 citations Open access

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37. Concentration inequality for U-statistics of order two for uniformly ergodic Markov chains, and applications

    Quentin Duchemin, Y. de Castro, C. Lacour

    20200 citations

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38. New Results - Estimator selection

    C. Lacour, P. Massart

    20160 citations

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39. New Results - Estimation for conditional densities in high dimension

    C. Lacour, J. Nguyen

    20160 citations

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40. Optimal adaptive estimation of the relative density

    G. Chagny, C. Lacour

    2015Test (Madrid)0 citations Open access

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41. Statistics/Mathematical Analysis Rates of convergence for nonparametric deconvolution

    C. Lacour

    0 citations

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