Adaptive pointwise estimation of conditional density function

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Adaptive pointwise estimation of conditional density function

28 December 2013

Vincent Rivoirard

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Papers citing "Adaptive pointwise estimation of conditional density function"

19 / 19 papers shown

Title
Privately Learning Smooth Distributions on the Hypercube by Projections Clément Lalanne Sébastien Gadat 72 1 0 16 Sep 2024
Neural Conditional Probability for Uncertainty Quantification Vladimir Kostic Karim Lounici Grégoire Pacreau P. Novelli G. Turri Massimiliano Pontil TPM UQCV 119 0 0 01 Jul 2024
MCD: Marginal Contrastive Discrimination for conditional density estimation Benjamin Riu 35 0 0 03 Jun 2022
Adaptive greedy algorithm for moderately large dimensions in kernel conditional density estimation Minh Nguyen C. Lacour Vincent Rivoirard 10 3 0 28 Jun 2021
Explaining predictive models using Shapley values and non-parametric vine copulas K. Aas T. Nagler Martin Jullum Anders Løland FAtt 62 20 0 12 Feb 2021
Minimum discrepancy principle strategy for choosing $k$ in $k$ -NN regression Yaroslav Averyanov Alain Celisse 80 0 0 20 Aug 2020
Deconvolution with unknown noise distribution is possible for multivariate signals Elisabeth Gassiat Sylvain Le Corff Luc Lehéricy 80 12 0 25 Jun 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 119 535 0 12 May 2020
Explaining individual predictions when features are dependent: More accurate approximations to Shapley values K. Aas Martin Jullum Anders Løland FAtt TDI 88 632 0 25 Mar 2019
Neumann Networks for Inverse Problems in Imaging Davis Gilton Greg Ongie Rebecca Willett 78 24 0 13 Jan 2019
Local bandwidth selection for kernel density estimation in bifurcating Markov chain model S. Valère A. Roche 54 6 0 21 Jun 2017
Converting High-Dimensional Regression to High-Dimensional Conditional Density Estimation Rafael Izbicki Ann B. Lee 187 78 0 26 Apr 2017
Estimator selection: a new method with applications to kernel density estimation C. Lacour P. Massart Vincent Rivoirard 85 57 0 18 Jul 2016
Pointwise Adaptive Estimation of the MarginalDensity of a Weakly Dependent Process Karine Bertin N. Klutchnikoff 57 5 0 31 Mar 2016
Adaptive wavelet multivariate regression with errors in variables M. Chichignoud V. Hoang T. Ngoc Vincent Rivoirard 24 11 0 12 Jan 2016
Estimating the conditional density by histogram type estimators and model selection M. Sart 53 10 0 22 Dec 2015
Estimating the Division Kernel of a Size-Structured Population V. Hoang 26 11 0 09 Sep 2015
Minimal penalty for Goldenshluger-Lepski method C. Lacour P. Massart 93 37 0 03 Mar 2015
Adaptation to lowest density regions with application to support recovery Tim Patschkowski Angelika Rohde 135 17 0 18 Aug 2014