| Publication | Date of Publication | Type |
|---|
| On the coalitional decomposition of parameters of interest | 2024-03-01 | Paper |
| Central limit theorems for semi-discrete Wasserstein distances | 2024-01-16 | Paper |
| Attraction-repulsion clustering: a way of promoting diversity linked to demographic parity in fair clustering | 2023-12-02 | Paper |
| An Improved Central Limit Theorem and Fast Convergence Rates for Entropic Transportation Costs | 2023-08-29 | Paper |
| Diffeomorphic Registration Using Sinkhorn Divergences | 2023-07-21 | Paper |
| Tackling algorithmic bias in neural-network classifiers using Wasserstein-2 regularization | 2022-12-09 | Paper |
| A Survey of Bias in Machine Learning Through the Prism of Statistical Parity | 2022-11-18 | Paper |
| Weak limits of entropy regularized Optimal Transport; potentials, plans and divergences | 2022-07-15 | Paper |
| Distribution regression model with a Reproducing Kernel Hilbert Space approach | 2022-05-23 | Paper |
| Rates of convergence in conditional covariance matrix with nonparametric entries estimation | 2022-05-18 | Paper |
| Minimax optimal goodness-of-fit testing for densities and multinomials under a local differential privacy constraint | 2022-02-01 | Paper |
| Bayesian regression and classification using Gaussian process priors indexed by probability density functions | 2021-12-02 | Paper |
| A central limit theorem for Lp transportation cost on the real line with application to fairness assessment in machine learning | 2021-08-16 | Paper |
| A Central Limit Theorem for Semidiscrete Wasserstein Distances | 2021-05-25 | Paper |
| A Consistent Extension of Discrete Optimal Transport Maps for Machine Learning Applications | 2021-02-17 | Paper |
| Central Limit Theorems for General Transportation Costs | 2021-02-12 | Paper |
| Gaussian processes with multidimensional distribution inputs via optimal transport and Hilbertian embedding | 2020-08-17 | Paper |
| Minimax optimal goodness-of-fit testing for densities and multinomials under a local differential privacy constraint | 2020-02-11 | Paper |
| Gaussian field on the symmetric group: prediction and learning | 2020-02-05 | Paper |
| Central limit theorems for empirical transportation cost in general dimension | 2019-05-10 | Paper |
| Central limit theorem and bootstrap procedure for Wasserstein's variations with an application to structural relationships between distributions | 2019-01-04 | Paper |
| A robust algorithm for template curve estimation based on manifold embedding | 2018-11-02 | Paper |
| A Gaussian Process Regression Model for Distribution Inputs | 2018-09-19 | Paper |
| A Central Limit Theorem for $L_p$ transportation cost with applications to Fairness Assessment in Machine Learning | 2018-07-18 | Paper |
| Risk Measures and Credit Risk Under the Beta-Kotz Distribution | 2018-06-28 | Paper |
| Obtaining fairness using optimal transport theory | 2018-06-08 | Paper |
| Maximum likelihood estimation for a bivariate Gaussian process under fixed domain asymptotics | 2017-10-12 | Paper |
| Efficient estimation of conditional covariance matrices for dimension reduction | 2017-08-03 | Paper |
| Existence and consistency of Wasserstein barycenters | 2017-07-25 | Paper |
| A Unified Framework to Study the Properties of the PLS Vector of Regression Coefficients | 2017-07-19 | Paper |
| Prediction by quantization of a conditional distribution | 2017-07-11 | Paper |
| Oracle Inequalities for a Group Lasso Procedure Applied to Generalized Linear Models in High Dimension | 2017-05-16 | Paper |
| Estimation of covariance functions by a fully data-driven model selection procedure and its application to Kriging spatial interpolation of real rainfall data | 2017-04-03 | Paper |
| A data driven trimming procedure for robust classification | 2017-01-18 | Paper |
| A kriging procedure for processes indexed by graphs | 2016-06-29 | Paper |
| Barycenter in Wasserstein Spaces: Existence and Consistency | 2016-05-25 | Paper |
| Functional calibration estimation by the maximum entropy on the mean principle | 2016-01-04 | Paper |
| A Robbins Monro procedure for the estimation of parametric deformations on random variables | 2015-11-03 | Paper |
| A statistical analysis of a deformation model with Wasserstein barycenters : estimation procedure and goodness of fit test | 2015-08-26 | Paper |
| Distribution's template estimate with Wasserstein metrics | 2015-06-15 | Paper |
| A parametric registration model for warped distributions with Wasserstein's distance | 2015-02-20 | Paper |
| Unbiased risk estimation method for covariance estimation | 2015-02-17 | Paper |
| Parametric estimation for Gaussian fields indexed by graphs | 2014-07-02 | Paper |
| Goodness-of-fit testing strategies from indirect observations | 2014-06-06 | Paper |
| PLS: a new statistical insight through the prism of orthogonal polynomials | 2014-05-22 | Paper |
| Group Lasso estimation of high-dimensional covariance matrices | 2014-02-03 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2872733 | 2014-01-15 | Paper |
| LAN property for some fractional type Brownian motion | 2013-12-09 | Paper |
| Group Lasso for generalized linear models in high dimension | 2013-08-11 | Paper |
| Non asymptotic minimax rates of testing in signal detection with heterogeneous variances | 2013-05-28 | Paper |
| Nonparametric estimation of covariance functions by model selection | 2013-05-27 | Paper |
| Adaptive complexity regularization for linear inverse problems | 2013-05-24 | Paper |
| Statistical properties of the quantile normalization method for density curve alignment | 2013-05-10 | Paper |
| Local Asymptotic Normality Property for Lacunar Wavelet Series multifractal model | 2013-04-25 | Paper |
| Adaptive covariance estimation with model selection | 2013-02-15 | Paper |
| A Robbins-Monro procedure for the estimation of parametric deformations on random variables | 2013-02-01 | Paper |
| Non parametric estimation of the structural expectation of a stochastic increasing function | 2012-12-06 | Paper |
| Adaptive estimation for an inverse regression model with unknown operator | 2012-09-06 | Paper |
| Regularization with Approximated L 2 Maximum Entropy Method | 2012-08-28 | Paper |
| Approximate maximum entropy on the mean for instrumental variable regression | 2012-07-05 | Paper |
| Semiparametric estimation of shifts on compact Lie groups for image registration | 2012-04-26 | Paper |
| Estimation error for blind Gaussian time series prediction | 2011-11-24 | Paper |
| Gaussian stationary processes over graphs, general frame and maximum likelihood identification | 2011-04-19 | Paper |
| Penalized estimators for non linear inverse problems | 2011-03-31 | Paper |
| Testing inverse problems: a direct or an indirect problem? | 2011-03-08 | Paper |
| Maximum entropy estimation for survey sampling | 2010-10-22 | Paper |
| Statistical M-estimation and consistency in large deformable models for image warping | 2010-09-20 | Paper |
| Maxisets for model selection | 2010-03-01 | Paper |
| Adaptive estimation of spectral densities via wavelet thresholding and information projection | 2009-12-10 | Paper |
| l1Penalty for Ill-Posed Inverse Problems | 2009-06-25 | Paper |
| Oracle Inequality for Instrumental Variable Regression | 2009-01-27 | Paper |
| Kernel Inverse Regression for spatial random fields | 2008-12-17 | Paper |
| A kernel-based classifier on a Riemannian manifold | 2008-11-21 | Paper |
| Maximum entropy solution to ill-posed inverse problems with approximately known operator | 2008-05-28 | Paper |
| Semi-parametric estimation of shifts | 2008-05-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5446535 | 2008-03-06 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5422651 | 2007-10-29 | Paper |
| Estimation of parameters of a multifractal process | 2007-10-10 | Paper |
| \(\ell^{1}\) sparsity and applications in estimation | 2007-04-16 | Paper |
| On nonparametric maximum likelihood for a class of stochastic inverse problems | 2006-06-30 | Paper |
| Wavelet estimation of a multifractal function | 2005-06-23 | Paper |
| Complexity regularization for nonlinear inverse problems | 2005-02-01 | Paper |
| Adaptive estimation with soft thresholding penalties | 2004-06-15 | Paper |
