| Publication | Date of Publication | Type |
|---|
| Fundamental Limits for Learning Hidden Markov Model Parameters | 2024-03-19 | Paper |
| Frontiers to the learning of nonparametric hidden Markov models | 2023-06-28 | Paper |
| Support and distribution inference from noisy data | 2023-04-19 | Paper |
| Deconvolution of spherical data corrupted with unknown noise | 2023-03-13 | Paper |
| Deconvolution with unknown noise distribution is possible for multivariate signals | 2022-03-23 | Paper |
| Deconvolution of spherical data corrupted with unknown noise | 2022-03-01 | Paper |
| Least squares moment identification of binary regression mixture models | 2021-06-28 | Paper |
| Multiple Testing in Nonparametric Hidden Markov Models: An Empirical Bayes Approach | 2021-01-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4969183 | 2020-10-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5242728 | 2019-11-12 | Paper |
| Identifiability and consistent estimation of nonparametric translation hidden Markov models with general state space | 2019-02-04 | Paper |
| Universal Coding and Order Identification by Model Selection Methods | 2018-08-15 | Paper |
| Adaptive estimation of high-dimensional signal-to-noise ratios | 2018-05-18 | Paper |
| Efficient semiparametric estimation and model selection for multidimensional mixtures | 2018-04-25 | Paper |
| Consistent Estimation of the Filtering and Marginal Smoothing Distributions in Nonparametric Hidden Markov Models | 2017-10-19 | Paper |
| Coding on Countably Infinite Alphabets | 2017-08-08 | Paper |
| Consistent Order Estimation and Minimal Penalties | 2017-06-08 | Paper |
| About Adaptive Coding on Countable Alphabets | 2017-06-08 | Paper |
| About Adaptive Coding on Countable Alphabets: Max-Stable Envelope Classes | 2017-04-28 | Paper |
| Minimax adaptive estimation of nonparametric hidden Markov models | 2016-08-16 | Paper |
| Inference in finite state space non parametric hidden Markov models and applications | 2016-07-29 | Paper |
| Nonparametric finite translation hidden Markov models and extensions | 2016-02-22 | Paper |
| Heritability estimation in high dimensional sparse linear mixed models | 2015-10-28 | Paper |
| Improving heritability estimation by a variable selection approach in sparse high dimensional linear mixed models | 2015-07-22 | Paper |
| About the posterior distribution in hidden Markov models with unknown number of states | 2014-11-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2920856 | 2014-09-29 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5418643 | 2014-05-26 | Paper |
| Variable selection in model-based clustering using multilocus genotype data | 2014-04-01 | Paper |
| The local geometry of finite mixtures | 2014-03-05 | Paper |
| Joint Estimation of Intersecting Context Tree Models | 2013-06-05 | Paper |
| A Bernstein-von Mises theorem for discrete probability distributions | 2013-05-27 | Paper |
| Forgetting of the initial distribution for nonergodic hidden Markov chains | 2010-10-04 | Paper |
| The likelihood ratio test for general mixture models with or without structural parameter | 2010-01-21 | Paper |
| A minimum description length approach to hidden Markov models with Poisson and Gaussian emissions. Application to order identification | 2009-03-20 | Paper |
| Error exponents for AR order testing | 2008-12-21 | Paper |
| Semiparametric regression estimation using noisy nonlinear non invertible functions of the observations | 2008-12-16 | Paper |
| Forgetting of the initial distribution for non-ergodic Hidden Markov Chains | 2008-10-12 | Paper |
| Efficient Semiparametric Estimation of the Periods in a Superposition of Periodic Functions with Unknown Shape | 2008-06-18 | Paper |
| Parameter Estimation in Pair‐hidden Markov Models | 2007-12-16 | Paper |
| Asymptotic distribution and local power of the likelihood ratio test for mixtures: bounded and unbounded cases | 2007-05-24 | Paper |
| Optimal error exponents in hidden markov models order estimation | 2005-06-01 | Paper |
| Concentration inequalities, large and moderate deviations for self-normalized empirical processes | 2003-05-06 | Paper |
| Likelihood ratio inequalities with applications to various mixtures | 2003-03-11 | Paper |
| Speed of convergence for the blind deconvolution of a linear system with discrete random input | 2001-07-31 | Paper |
| Testing the order of a model using locally conic parametrization: Population mixtures and stationary ARMA processes | 2001-03-29 | Paper |
| The likelihood ratio test for the number of components in a mixture with Markov regime | 2000-09-14 | Paper |
| MEM pixel correlated solutions for generalized moment and interpolation problems | 2000-09-07 | Paper |
| Sets of Superresolution and the Maximum Entropy Method on the Mean | 2000-05-18 | Paper |
| Identification of noisy linear systems with discrete random input | 1999-11-21 | Paper |
| Testing in locally conic models, and application to mixture models | 1998-04-26 | Paper |
| The estimation of the order of a mixture model | 1997-11-18 | Paper |
| Bayesian methods and maximum entropy for ill-posed inverse problems | 1997-10-06 | Paper |
| Blind deconvolution of discrete linear systems | 1997-08-03 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4850459 | 1996-03-05 | Paper |
| The maximum entropy method on the mean: Applications to linear programming and superresolution | 1995-04-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4318938 | 1995-03-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4317316 | 1994-12-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4303680 | 1994-10-25 | Paper |
| Adaptive estimation in noncausal stationary AR processes | 1994-07-20 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3142703 | 1994-01-09 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4034495 | 1993-05-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4001129 | 1992-09-26 | Paper |
| Quadratic deviation of penalized mean squares regression estimates | 1992-06-28 | Paper |
| On simultaneous signal estimation and parameter identification using a generalized likelihood approach | 1992-06-28 | Paper |
| Semi-parametric estimation of a stationary, non-necessary causal AR(P) process with infinite variance | 1990-01-01 | Paper |
| Estimation semi-paramétrique d'un modèle autorégressif stationnaire multiindice non nécessairement causal. (Semi-parametric estimation of a stationary, multi-indexed, non necessarily causal autoregressive process) | 1990-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3033037 | 1990-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5751651 | 1990-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3026094 | 1987-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3750719 | 1986-01-01 | Paper |
