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Publikationen von Axel Munk
Alle Typen
Zeitschriftenartikel (52)
1.
Zeitschriftenartikel
119 (545), S. 538 - 551 (2024)
Distribution of Distances based Object Matching: Asymptotic Inference. Journal of the American Statistical Association 2.
Zeitschriftenartikel
12 (3), S. 2160 - 2196 (2023)
Minimax detection of localized signals in statistical inverse problems. Information and Inference 3.
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5 (2), S. 528 - 557 (2023)
Statistical Analysis of Random Objects Via Metric Measure Laplacians. SIAM Journal on Mathematics of Data Science 4.
Zeitschriftenartikel
87 (1), 4 (2022)
Kantorovich-Rubinstein Distance and Barycenter for Finitely Supported Measures: Foundations and Algorithms. Applied Mathematics & Optimization 5.
Zeitschriftenartikel
4 (1), S. 229 - 259 (2022)
Randomized Wasserstein Barycenter Computation: Resampling with Statistical Guarantees. SIAM Journal on Mathematics of Data Science 6.
Zeitschriftenartikel
4 (2), S. 490 - 513 (2022)
Statistical Methods for Minimax Estimation in Linear Models with Unknown Design Over Finite Alphabets. SIAM Journal on Mathematics of Data Science 7.
Zeitschriftenartikel
50 (2), S. 187 - 209 (2021)
Analysis of patchclamp recordings: model-free multiscale methods and software. European Biophysics Journal 8.
Zeitschriftenartikel
13 (2), S. 3254 - 3296 (2019)
Multiscale change-point segmentation: beyond step functions. Electronic Journal of Statistics 9.
Zeitschriftenartikel
23, S. 492 - 523 (2019)
Maximum likelihood estimation in hidden Markov models with inhomogeneous noise. ESAIM: Probability and Statistics 10.
Zeitschriftenartikel
27 (15), S. 21956 - 21987 (2019)
Molecular contribution function in RESOLFT nanoscopy. Optics Express 11.
Zeitschriftenartikel
20, (in press) (2019)
Optimal transport: Fast probabilistic approximation with exact solvers. The Journal of Machine Learning Research 12.
Zeitschriftenartikel
9 (1), 1264 (2019)
High-resolution experimental and computational electrophysiology reveals weak β-lactam binding events in the porin PorB. Scientific Reportsvolume 13.
Zeitschriftenartikel
17 (3), S. 300 - 320 (2018)
Fully-automatic multiresolution idealization for filtered ion channel recordings: Flickering event detection. IEEE Transactions on NanoBioscience 14.
Zeitschriftenartikel
24 (2), S. 1266 - 1306 (2018)
Bump detection in heterogeneous Gaussian regression. Bernoulli 15.
Zeitschriftenartikel
54 (2), S. 1058 - 1097 (2018)
Variational multiscale nonparametric regression: Smooth functions. Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 16.
Zeitschriftenartikel
46 (2), S. 711 - 744 (2018)
Multiscale blind source separation. The Annals of Statistics 17.
Zeitschriftenartikel
46 (6B), S. 3569 - 3602 (2018)
Multiscale scanning in inverse problems. The Annals of Statistics 18.
Zeitschriftenartikel
80 (1), S. 219 - 238 (2018)
Inference for empirical Wasserstein distances on finite spaces. Journal of the Royal Statistical Society. Ser. B, Statistical Methodology 19.
Zeitschriftenartikel
63 (9), S. 5506 - 5517 (2017)
Identifiability for blind source separation of multiple finite alphabet linear mixtures. IEEE Transactions on Information Theory 20.
Zeitschriftenartikel
79 (4), S. 1207 - 1227 (2017)
Heterogeneous change point inference. Journal of the Royal Statistical Society. Series B, Statistical Methodology