Publikationen
Zeitschriftenartikel (74)
1.
Zeitschriftenartikel
Analysis of patchclamp recordings: model-free multiscale methods and software. European Biophysics Journal 50 (2), S. 187 - 209 (2021)
2.
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Empirical risk minimization as parameter choice rule for general linear regularization methods. Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 56 (1), S. 405 - 427 (2020)
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Auto-regulation of Rab5 GEF activity in Rabex5 by allosteric structural changes, catalytic core dynamics and ubiquitin binding. eLife 8, e46302 (2019)
4.
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Multiscale change-point segmentation: beyond step functions. Electronic Journal of Statistics 13 (2), S. 3254 - 3296 (2019)
5.
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Maximum likelihood estimation in hidden Markov models with inhomogeneous noise. ESAIM: Probability and Statistics 23, S. 492 - 523 (2019)
6.
Zeitschriftenartikel
Molecular contribution function in RESOLFT nanoscopy. Optics Express 27 (15), S. 21956 - 21987 (2019)
7.
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Optimal transport: Fast probabilistic approximation with exact solvers. The Journal of Machine Learning Research 20, (in press) (2019)
8.
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High-resolution experimental and computational electrophysiology reveals weak β-lactam binding events in the porin PorB. Scientific Reportsvolume 9 (1), 1264 (2019)
9.
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Fully-automatic multiresolution idealization for filtered ion channel recordings: Flickering event detection. IEEE Transactions on NanoBioscience 17 (3), S. 300 - 320 (2018)
10.
Zeitschriftenartikel
A probabilistic network model for structural transitions in biomolecules. Proteins: Structure, Function, and Bioinformatics 86 (6), S. 634 - 643 (2018)
11.
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Bump detection in heterogeneous Gaussian regression. Bernoulli 24 (2), S. 1266 - 1306 (2018)
12.
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Variational multiscale nonparametric regression: Smooth functions. Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 54 (2), S. 1058 - 1097 (2018)
13.
Zeitschriftenartikel
Multiscale blind source separation. The Annals of Statistics 46 (2), S. 711 - 744 (2018)
14.
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Multiscale scanning in inverse problems. The Annals of Statistics 46 (6B), S. 3569 - 3602 (2018)
15.
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Inference for empirical Wasserstein distances on finite spaces. Journal of the Royal Statistical Society. Ser. B, Statistical Methodology 80 (1), S. 219 - 238 (2018)
16.
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Identifiability for blind source separation of multiple finite alphabet linear mixtures. IEEE Transactions on Information Theory 63 (9), S. 5506 - 5517 (2017)
17.
Zeitschriftenartikel
Heterogeneous change point inference. Journal of the Royal Statistical Society. Series B, Statistical Methodology 79 (4), S. 1207 - 1227 (2017)
18.
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Data-driven coarse graining of large biomolecular structures. PLoS One 12 (8), e0183057 (2017)
19.
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An evolutionarily conserved glycine-tyrosine motif forms a folding core in outer membrane proteins. PLoS One 12 (8), e0182016 (2017)
20.
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Autocovariance estimation in regression with a discontinuous signal and m-dependent errors: A difference-based approach. Scandinavian Journal of Statistics 44 (2), S. 346 - 368 (2017)
21.
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A studentized permutation test for three-arm trials in the 'gold standard' design. Statistics in Medicine 36 (6), S. 883 - 898 (2017)
22.
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Persistence barcodes versus Kolmogorov signatures: Detecting modes of one-dimensional signals. Foundations of Computational Mathematics 17 (1), S. 1 - 33 (2017)
23.
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Inferential structure determination of chromosomes from single-cell Hi-C data. PLoS Computational Biology 12 (12), e1005292 (2016)
24.
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The circular SiZer, inferred persistence of shape parameters and application to early stem cell differentiation. Bernoulli 22 (4), S. 2113 - 2142 (2016)
25.
Zeitschriftenartikel
Limit laws of the empirical Wasserstein distance: Gaussian distributions. Journal of Multivariate Analysis 151, S. 90 - 109 (2016)
26.
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Inverse problems with Poisson data: Statistical regularization theory, applications and algorithms. Inverse Problems 32 (9), 093001 (2016)
27.
Zeitschriftenartikel
Interface free-energy exponent in the one-dimensional Ising spin glass with long-range interactions in both the droplet and broken replica symmetry regions. Physical Review E 94 (2), 022116 (2016)
28.
Zeitschriftenartikel
The adaptor protein CIN85 assembles intracellular signaling clusters for B cell activation. Science Signaling 9 (434), ra66 (2016)
29.
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Drift estimation in sparse sequential dynamic imaging, with application to nanoscale fluorescence microscopy. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 78 (3), S. 563 - 587 (2016)
30.
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Cooperative binding: A multiple personality. Journal of Mathematical Biology 72 (7), S. 1747 - 1774 (2016)
31.
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Partial least squares for dependent data. Biometrika 103 (2), S. 351 - 362 (2016)
32.
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Finite-size critical scaling in Ising spin glasses in the mean-field regime. Physical Review E 93, 032123 (2016)
33.
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Design and analysis of three-arm trials with negative binomially distributed endpoints. Statistics in Medicine 35 (4), S. 505 - 521 (2016)
34.
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Reply to "Polarization modulation adds little additional information to super-resolution fluorescence microscopy". Nature Methods 13 (1), S. 8 - 9 (2016)
35.
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Convergence rates for exponentially ill-posed inverse problems with impulsive noise. SIAM Journal on Numerical Analysis 54 (1), S. 341 - 360 (2016)
36.
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FDR-control in multiscale change-point segmentation. Electronic Journal of Statistics 10 (1), S. 918 - 959 (2016)
37.
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Bayesian evidence and model selection. Digital Signal Processing 47, S. 50 - 67 (2015)
38.
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Festkörper-NMR-Studien an der Membrananker-Domäne von YadA in der bakteriellen Außenmembran. Angewandte Chemie 127 (43), S. 12792 - 12797 (2015)
39.
Zeitschriftenartikel
Solid-state NMR study of the YadA membrane-anchor domain in the bacterial outer membrane. Angewandte Chemie-International Edition 54 (43), S. 12602 - 12606 (2015)
40.
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Hybrid structure of the type 1 pilus of uropathogenic Escherichia coli. Angewandte Chemie International Edition 54 (40), S. 11691 - 11695 (2015)
41.
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Mapping molecules in scanning far-field fluorescence nanoscopy. Nature Communications 6, 7977 (2015)
42.
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Discussion of “Hypotheses testing by convex optimization”. Electronic Journal of Statistics 9 (2), S. 1720 - 1722 (2015)
43.
Zeitschriftenartikel
Comparison of the kinetics of different Markov models for ligand binding under varying conditions. Journal of Chemical Physics 142 (9), 094104 (2015)
44.
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Bayesian inference of initial models in cryo-electron microscopy using pseudo-atoms. Biophysical Journal 108 (5), S. 1165 - 1175 (2015)
45.
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On convergence rates for iteratively regularized Newton-type methods under a Lipschitz-type nonlinearity condition. Journal of Inverse and III-posed Problems 23 (1), S. 75 - 84 (2015)
46.
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Nested sampling with demons. AIP Conference Proceedings 1641, S. 121 - 129 (2015)
47.
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Kinetics or equilibrium? – A commentary on a recent simulation study of semiochemical dose-response curves of insect olfactory sensing. Journal of Chemical Ecology 40 (11-12), S. 1163 - 1164 (2014)
48.
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Aggregated motion estimation for image reconstruction in real-time MRI. Magnetic Resonance in Medicine 72 (4), S. 1039 - 1048 (2014)
49.
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Multiscale DNA partitioning: Statistical evidence for segments. Bioinformatics 30 (16), S. 2255 - 2262 (2014)
50.
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Multiscale change point inference. Journal of the Royal Statistical Society: Series B, Statistical Methodology 76 (3), S. 495 - 580 (2014)
51.
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Convergence rates for inverse problems with impulsive noise. SIAM Journal on Numerical Analysis 52 (3), S. 1203 - 1221 (2014)
52.
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Fluorescence nanoscopy by polarization modulation and polarization angle narrowing. Nature Methods 11 (5), S. 579 - 584 (2014)
53.
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Extreme value analysis of frame coefficients and implications for image denoising. Applied and Computational Harmonic Analysis 36 (3), S. 434 - 460 (2014)
54.
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Regularized Bayesian estimation of generalized threshold regression models. Bayesian Analysis 9 (1), S. 171 - 196 (2014)
55.
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Idealizing ion channel recordings by a jump segmentation multiresolution filter. IEEE Transactions on Nanobioscience 12 (4), S. 376 - 386 (2013)
56.
Zeitschriftenartikel
Statistical multiresolution estimation for variational imaging: With an application in poisson-biophotonics. Journal of Mathematical Imaging and Vision 46 (3), S. 370 - 387 (2013)
57.
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The estimation of threshold models in price transmission analysis. American Journal of Agricultural Economics 95 (4), S. 900 - 916 (2013)
58.
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Field localization and rescattering in tip-enhanced photoemission. Annalen der Physik 525 (1-2), S. L12 - L18 (2013)
59.
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Multiscale methods for shape constraints in deconvolution: Confidence statements for qualitative features. The Annlas of Statistics 41 (3), S. 1299 - 1328 (2013)
60.
Zeitschriftenartikel
Partial least squares functional mode analysis: Application to the membrane proteins AQP1, Aqy1 and CLC-ec1. Biophysical Journal 103 (4), S. 786 - 796 (2012)
61.
Zeitschriftenartikel
Shape constrained regularisation by statistical multiresolution for inverse problems: asymptotic analysis. Inverse Problems 28 (6), 065006 (2012)
62.
Zeitschriftenartikel
Drift estimation for single marker switching based imaging schemes. Optics Express 20 (7), S. 7274 - 7289 (2012)
63.
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Locally adaptive image denoising by a statistical multiresolution criterion. Computational Statistics and Data Analysis 56 (3), S. 543 - 558 (2012)
64.
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Statistical multiresolution Dantzig estimation in imaging: Fundamental concepts and algorithmic framework. Electronic journal of statistics 6, S. 231 - 268 (2012)
65.
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Adaptive wavelet estimation of the diffusion coefficient under additive error measurements. Annales de l'Institute Henri Poincaré probabilités et statistiques 48 (4), S. 1186 - 1216 (2012)
66.
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The residual method for regularizing ill-posed problems. Applied Mathematics and Computation 218 (6), S. 2693 - 2710 (2011)
67.
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Modeling the growth of fingerprints improves matching for adolescents. IEEE Transactions on Information Forensics and Security 6 (3), S. 1165 - 1169 (2011)
68.
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The integrated density of states of the random graph Laplacian. Journal of Statistical Physics 144, S. 759 - 773 (2011)
69.
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A mollification approach for inverting the spherical mean Radon transform. SIAM Journal on Applied Mathematics 71 (5), S. 1637 - 1652 (2011)
70.
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Inversion formulas for a cylindrical Radon transform. SIAM Journal on Imaging Sciences 4 (3), S. 789 - 806 (2011)
71.
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Necessary and sufficient conditions for linear convergence of ℓ1-regularization. Communications on Pure and Applied Mathematics 64 (2), S. 161 - 182 (2010)
72.
Zeitschriftenartikel
Modeling the growth of fingerprints improves matching for adolescents. IEEE Transactions on Information Forensics and Security 6 (3), S. 1165 - 1169 (2010)
73.
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Intrinsic shape analysis: Geodesic principal component analysis for Riemannian manifolds modulo Lie group actions. Discussion paper with rejoinder. Statistica Sinica 20, S. 1 - 100 (2010)
74.
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On regularization methods of EM-Kaczmarz type. Inverse Problems 25 (7), 075008, S. 075008-1 - 075008-17 (2009)
Buchkapitel (2)
75.
Buchkapitel
On the self-regularization property of the EM algorithm for Poisson inverse problems. In: Statistical modelling and regression structures, S. 431 - 446. Springer, Berlin (2010)
76.
Buchkapitel
Sparsity in inverse geophysical problems. In: Handbook of Geomathematics. Vol. 2, S. 763 - 784. Springer, Berlin (2010)