Publications
Journal Article (71)
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1.Journal ArticleAuto-regulation of Rab5 GEF activity in Rabex5 by allosteric structural changes, catalytic core dynamics and ubiquitin binding. eLife 8 (2019)
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2.Journal ArticleMaximum likelihood estimation in hidden Markov models with inhomogeneous noise. ESAIM: Probability and Statistics 23 (2019)
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3.Journal ArticleMolecular contribution function in RESOLFT nanoscopy. Optics Express 27 (15) (2019)
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4.Journal ArticleOptimal transport: Fast probabilistic approximation with exact solvers. The Journal of Machine Learning Research 20 (2019)
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5.Journal ArticleHigh-resolution experimental and computational electrophysiology reveals weak β-lactam binding events in the porin PorB. Scientific Reportsvolume 9 (1) (2019)
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6.Journal ArticleFully-automatic multiresolution idealization for filtered ion channel recordings: Flickering event detection. IEEE Transactions on NanoBioscience 17 (3), pp. 300 - 320 (2018)
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7.Journal ArticleA probabilistic network model for structural transitions in biomolecules. Proteins: Structure, Function, and Bioinformatics 86 (6), pp. 634 - 643 (2018)
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8.Journal ArticleBump detection in heterogeneous Gaussian regression. Bernoulli 24 (2), pp. 1266 - 1306 (2018)
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9.Journal ArticleVariational multiscale nonparametric regression: Smooth functions. Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 54 (2), pp. 1058 - 1097 (2018)
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10.Journal ArticleMultiscale blind source separation. The Annals of Statistics 46 (2), pp. 711 - 744 (2018)
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11.Journal ArticleMultiscale scanning in inverse problems. The Annals of Statistics 46 (6B), pp. 3569 - 3602 (2018)
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12.Journal ArticleInference for empirical Wasserstein distances on finite spaces. Journal of the Royal Statistical Society. Ser. B, Statistical Methodology 80 (1), pp. 219 - 238 (2018)
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13.Journal ArticleIdentifiability for blind source separation of multiple finite alphabet linear mixtures. IEEE Transactions on Information Theory 63 (9), pp. 5506 - 5517 (2017)
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14.Journal ArticleHeterogeneous change point inference. Journal of the Royal Statistical Society. Series B, Statistical Methodology 79 (4), pp. 1207 - 1227 (2017)
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15.Journal ArticleData-driven coarse graining of large biomolecular structures. PLoS One 12 (8) (2017)
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16.Journal ArticleAn evolutionarily conserved glycine-tyrosine motif forms a folding core in outer membrane proteins. PLoS One 12 (8) (2017)
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17.Journal ArticleAutocovariance estimation in regression with a discontinuous signal and m-dependent errors: A difference-based approach. Scandinavian Journal of Statistics 44 (2), pp. 346 - 368 (2017)
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18.Journal ArticleA studentized permutation test for three-arm trials in the 'gold standard' design. Statistics in Medicine 36 (6), pp. 883 - 898 (2017)
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19.Journal ArticlePersistence barcodes versus Kolmogorov signatures: Detecting modes of one-dimensional signals. Foundations of Computational Mathematics 17 (1), pp. 1 - 33 (2017)
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20.Journal ArticleInferential structure determination of chromosomes from single-cell Hi-C data. PLoS Computational Biology 12 (12) (2016)
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21.Journal ArticleThe circular SiZer, inferred persistence of shape parameters and application to early stem cell differentiation. Bernoulli 22 (4), pp. 2113 - 2142 (2016)
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22.Journal ArticleLimit laws of the empirical Wasserstein distance: Gaussian distributions. Journal of Multivariate Analysis 151, pp. 90 - 109 (2016)
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23.Journal ArticleInverse problems with Poisson data: Statistical regularization theory, applications and algorithms. Inverse Problems 32 (9), 093001 (2016)
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24.Journal ArticleInterface 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)
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25.Journal ArticleThe adaptor protein CIN85 assembles intracellular signaling clusters for B cell activation. Science Signaling 9 (434) (2016)
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26.Journal ArticleDrift estimation in sparse sequential dynamic imaging, with application to nanoscale fluorescence microscopy. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 78 (3), pp. 563 - 587 (2016)
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27.Journal ArticleCooperative binding: A multiple personality. Journal of Mathematical Biology 72 (7), pp. 1747 - 1774 (2016)
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28.Journal ArticlePartial least squares for dependent data. Biometrika 103 (2), pp. 351 - 362 (2016)
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29.Journal ArticleFinite-size critical scaling in Ising spin glasses in the mean-field regime. Physical Review E 93, 032123 (2016)
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30.Journal ArticleDesign and analysis of three-arm trials with negative binomially distributed endpoints. Statistics in Medicine 35 (4), pp. 505 - 521 (2016)
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31.Journal ArticleReply to "Polarization modulation adds little additional information to super-resolution fluorescence microscopy". Nature Methods 13 (1), pp. 8 - 9 (2016)
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32.Journal ArticleConvergence rates for exponentially ill-posed inverse problems with impulsive noise. SIAM Journal on Numerical Analysis 54 (1), pp. 341 - 360 (2016)
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33.Journal ArticleFDR-control in multiscale change-point segmentation. Electronic Journal of Statistics 10 (1) (2016)
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34.Journal ArticleBayesian evidence and model selection. Digital Signal Processing 47, pp. 50 - 67 (2015)
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35.Journal ArticleFestkörper-NMR-Studien an der Membrananker-Domäne von YadA in der bakteriellen Außenmembran. Angewandte Chemie 127 (43), pp. 12792 - 12797 (2015)
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36.Journal ArticleSolid-state NMR study of the YadA membrane-anchor domain in the bacterial outer membrane. Angewandte Chemie-International Edition 54 (43), pp. 12602 - 12606 (2015)
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37.Journal ArticleHybrid structure of the type 1 pilus of uropathogenic Escherichia coli. Angewandte Chemie International Edition 54 (40), pp. 11691 - 11695 (2015)
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38.Journal ArticleMapping molecules in scanning far-field fluorescence nanoscopy. Nature Communications 6 (2015)
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39.Journal ArticleDiscussion of “Hypotheses testing by convex optimization”. Electronic Journal of Statistics 9 (2) (2015)
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40.Journal ArticleComparison of the kinetics of different Markov models for ligand binding under varying conditions. Journal of Chemical Physics 142 (9), 094104 (2015)
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41.Journal ArticleBayesian inference of initial models in cryo-electron microscopy using pseudo-atoms. Biophysical Journal 108 (5), pp. 1165 - 1175 (2015)
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42.Journal ArticleOn convergence rates for iteratively regularized Newton-type methods under a Lipschitz-type nonlinearity condition. Journal of Inverse and III-posed Problems 23 (1), pp. 75 - 84 (2015)
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43.Journal ArticleNested sampling with demons. AIP Conference Proceedings 1641, pp. 121 - 129 (2015)
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44.Journal ArticleKinetics 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), pp. 1163 - 1164 (2014)
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45.Journal ArticleAggregated motion estimation for image reconstruction in real-time MRI. Magnetic Resonance in Medicine 72 (4), pp. 1039 - 1048 (2014)
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46.Journal ArticleMultiscale DNA partitioning: Statistical evidence for segments. Bioinformatics 30 (16), pp. 2255 - 2262 (2014)
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47.Journal ArticleMultiscale change point inference. Journal of the Royal Statistical Society: Series B, Statistical Methodology 76 (3), pp. 495 - 580 (2014)
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48.Journal ArticleConvergence rates for inverse problems with impulsive noise. SIAM Journal on Numerical Analysis 52 (3) (2014)
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49.Journal ArticleFluorescence nanoscopy by polarization modulation and polarization angle narrowing. Nature Methods 11 (5), pp. 579 - 584 (2014)
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50.Journal ArticleExtreme value analysis of frame coefficients and implications for image denoising. Applied and Computational Harmonic Analysis 36 (3), pp. 434 - 460 (2014)
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51.Journal ArticleRegularized Bayesian estimation of generalized threshold regression models. Bayesian Analysis 9 (1) (2014)
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52.Journal ArticleIdealizing ion channel recordings by a jump segmentation multiresolution filter. IEEE Transactions on Nanobioscience 12 (4), pp. 376 - 386 (2013)
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53.Journal ArticleStatistical multiresolution estimation for variational imaging: With an application in poisson-biophotonics. Journal of Mathematical Imaging and Vision 46 (3), pp. 370 - 387 (2013)
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54.Journal ArticleThe estimation of threshold models in price transmission analysis. American Journal of Agricultural Economics 95 (4), pp. 900 - 916 (2013)
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55.Journal ArticleField localization and rescattering in tip-enhanced photoemission. Annalen der Physik 525 (1-2), pp. L12 - L18 (2013)
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56.Journal ArticleMultiscale methods for shape constraints in deconvolution: Confidence statements for qualitative features. The Annlas of Statistics 41 (3), pp. 1299 - 1328 (2013)
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57.Journal ArticlePartial least squares functional mode analysis: Application to the membrane proteins AQP1, Aqy1 and CLC-ec1. Biophysical Journal 103 (4), pp. 786 - 796 (2012)
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58.Journal ArticleShape constrained regularisation by statistical multiresolution for inverse problems: asymptotic analysis. Inverse Problems 28 (6), 065006 (2012)
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59.Journal ArticleDrift estimation for single marker switching based imaging schemes. Optics Express 20 (7), pp. 7274 - 7289 (2012)
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60.Journal ArticleLocally adaptive image denoising by a statistical multiresolution criterion. Computational Statistics and Data Analysis 56 (3), pp. 543 - 558 (2012)
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61.Journal ArticleStatistical multiresolution Dantzig estimation in imaging: Fundamental concepts and algorithmic framework. Electronic journal of statistics 6 (2012)
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62.Journal ArticleAdaptive wavelet estimation of the diffusion coefficient under additive error measurements. Annales de l'Institute Henri Poincaré probabilités et statistiques 48 (4) (2012)
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63.Journal ArticleThe residual method for regularizing ill-posed problems. Applied Mathematics and Computation 218 (6), pp. 2693 - 2710 (2011)
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64.Journal ArticleModeling the growth of fingerprints improves matching for adolescents. IEEE Transactions on Information Forensics and Security 6 (3), pp. 1165 - 1169 (2011)
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65.Journal ArticleThe integrated density of states of the random graph Laplacian. Journal of Statistical Physics 144, pp. 759 - 773 (2011)
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66.Journal ArticleA mollification approach for inverting the spherical mean Radon transform. SIAM Journal on Applied Mathematics 71 (5), pp. 1637 - 1652 (2011)
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67.Journal ArticleInversion formulas for a cylindrical Radon transform. SIAM Journal on Imaging Sciences 4 (3), pp. 789 - 806 (2011)
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68.Journal ArticleNecessary and sufficient conditions for linear convergence of ℓ1-regularization. Communications on Pure and Applied Mathematics 64 (2), pp. 161 - 182 (2010)
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69.Journal ArticleModeling the growth of fingerprints improves matching for adolescents. IEEE Transactions on Information Forensics and Security 6 (3), pp. 1165 - 1169 (2010)
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70.Journal ArticleIntrinsic shape analysis: Geodesic principal component analysis for Riemannian manifolds modulo Lie group actions. Discussion paper with rejoinder. Statistica Sinica 20, pp. 1 - 100 (2010)
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71.Journal ArticleOn regularization methods of EM-Kaczmarz type. Inverse Problems 25 (7), 075008, pp. 075008-1 - 075008-17 (2009)
Book Chapter (3)
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72.Book ChapterAdaptivity and oracle inequalities in linear statistical inverse problems: A (numerical) survey. In: New Trends in Parameter Identification for Mathematical Models, pp. 291 - 316 (Eds. Hofmann, B.; Leitao, A.; Zubelli, J. P.). Birkhäuser, Cham (2018)
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73.Book ChapterOn the self-regularization property of the EM algorithm for Poisson inverse problems. In: Statistical modelling and regression structures, pp. 431 - 446. Springer, Berlin (2010)
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74.Book ChapterSparsity in inverse geophysical problems. In: Handbook of Geomathematics. Vol. 2, pp. 763 - 784. Springer, Berlin (2010)