Publications

2.

Journal Article

Li, H.; Werner, F.: Empirical risk minimization as parameter choice rule for general linear regularization methods. Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 56 (1), pp. 405 - 427 (2020)

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3.

Journal Article

Lauer, J.; Segeletz, S.; Cezanne, A.; Guaitoli, G.; Raimondi, F.; Gentzel, M.; Alva, V.; Habeck, M.; Kalaidzidis, Y.; Ueffing, M. et al.; Lupas, A. N.; Gloeckner, C. J.; Zerial, M.: Auto-regulation of Rab5 GEF activity in Rabex5 by allosteric structural changes, catalytic core dynamics and ubiquitin binding. eLife 8, e46302 (2019)

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4.

Journal Article

Li, H.; Guo, Q.; Munk, A.: Multiscale change-point segmentation: beyond step functions. Electronic Journal of Statistics 13 (2), pp. 3254 - 3296 (2019)

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5.

Journal Article

Diehn, M.; Munk, A.; Rudolf, D.: Maximum likelihood estimation in hidden Markov models with inhomogeneous noise. ESAIM: Probability and Statistics 23, pp. 492 - 523 (2019)

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6.

Journal Article

Frahm, L.; Keller, J.; Alt, P.; Schnorrenberg, S.; Ruiz, M. D.; Aspelmeier, T.; Munk, A.; Jakobs, S.; Hell, S. W.: Molecular contribution function in RESOLFT nanoscopy. Optics Express 27 (15), pp. 21956 - 21987 (2019)

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7.

Journal Article

Sommerfeld, M.; Schrieber, J.; Zemel, Y.; Munk, A.: Optimal transport: Fast probabilistic approximation with exact solvers. The Journal of Machine Learning Research 20, (in press) (2019)

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8.

Journal Article

Bartsch, A.; Llabrés, S.; Pein, F.; Kattner, C.; Schön, M.; Diehn, M.; Tanabe, M.; Munk, A.; Zachariae, U.; Steinem, C.: High-resolution experimental and computational electrophysiology reveals weak β-lactam binding events in the porin PorB. Scientific Reportsvolume 9 (1), 1264 (2019)

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9.

Journal Article

Pein, F.; Tecuapetla-Gómez, I.; Schütte, O. M.; Steinem, C.; Munk, A.: Fully-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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10.

Journal Article

Habeck, M.; Nguyen, T.: A probabilistic network model for structural transitions in biomolecules. Proteins: Structure, Function, and Bioinformatics 86 (6), pp. 634 - 643 (2018)

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11.

Journal Article

Enikeeva, F.; Munk, A.; Werner, F.: Bump detection in heterogeneous Gaussian regression. Bernoulli 24 (2), pp. 1266 - 1306 (2018)

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12.

Journal Article

Grasmair, M.; Li, H.; Munk, A.: Variational multiscale nonparametric regression: Smooth functions. Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 54 (2), pp. 1058 - 1097 (2018)

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13.

Journal Article

Behr, M.; Holmes, C.; Munk, A.: Multiscale blind source separation. The Annals of Statistics 46 (2), pp. 711 - 744 (2018)

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14.

Journal Article

Proksch, K.; Werner, F.; Munk, A.: Multiscale scanning in inverse problems. The Annals of Statistics 46 (6B), pp. 3569 - 3602 (2018)

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15.

Journal Article

Sommerfeld, M.; Munk, A.: Inference 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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16.

Journal Article

Behr, M.; Munk, A.: Identifiability 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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17.

Journal Article

Pein, F.; Sieling, H.; Munk, A.: Heterogeneous change point inference. Journal of the Royal Statistical Society. Series B, Statistical Methodology 79 (4), pp. 1207 - 1227 (2017)

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18.

Journal Article

Chen, Y. L.; Habeck, M.: Data-driven coarse graining of large biomolecular structures. PLoS One 12 (8), e0183057 (2017)

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19.

Journal Article

Michalik, M.; Orwick-Rydmark, M.; Habeck, M.; Alva, V.; Arnold, T.; Linke, D.: An evolutionarily conserved glycine-tyrosine motif forms a folding core in outer membrane proteins. PLoS One 12 (8), e0182016 (2017)

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20.

Journal Article

Tecuapetla-Gomez, I.; Munk, A.: Autocovariance 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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21.

Journal Article

Mütze, T.; Konietschke, F.; Munk, A.; Friede, T.: A 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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22.

Journal Article

Bauer, U.; Munk, A.; Sieling, H.; Wardetzky, M.: Persistence barcodes versus Kolmogorov signatures: Detecting modes of one-dimensional signals. Foundations of Computational Mathematics 17 (1), pp. 1 - 33 (2017)

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23.

Journal Article

Carstens, S.; Nilges, M.; Habeck, M.: Inferential structure determination of chromosomes from single-cell Hi-C data. PLoS Computational Biology 12 (12), e1005292 (2016)

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24.

Journal Article

Huckemann, S.; Kim, K. R.; Munk, A.; Rehfeld, F.; Sommerfeld , M.; Weickert, J.; Wollnik, C.: The 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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25.

Journal Article

Rippl, T.; Munk, A.; Sturm, A.: Limit laws of the empirical Wasserstein distance: Gaussian distributions. Journal of Multivariate Analysis 151, pp. 90 - 109 (2016)

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26.

Journal Article

Hohage, T.; Werner, F.: Inverse problems with Poisson data: Statistical regularization theory, applications and algorithms. Inverse Problems 32 (9), 093001 (2016)

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27.

Journal Article

Aspelmeier, T.; Wang, W.; Moore, M. A.; Katzgraber, H. G.: 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)

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28.

Journal Article

Kühn, J.; Wong, L. E.; Pirkuliyeva, S.; Schulz, K.; Schwiegk, C.; Fünfgeld, K.; Keppler, S.; Batista, F. D.; Urlaub, H.; Habeck, M. et al.; Becker, S.; Griesinger, C.; Wienands, J.: The adaptor protein CIN85 assembles intracellular signaling clusters for B cell activation. Science Signaling 9 (434), ra66 (2016)

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29.

Journal Article

Hartmann, A.; Huckemann, S.; Dannemann, J.; Laitenberger, O.; Geisler, C.; Egner, A.; Munk, A.: 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), pp. 563 - 587 (2016)

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30.

Journal Article

Martini, J. W. R.; Diambra, L.; Habeck, M.: Cooperative binding: A multiple personality. Journal of Mathematical Biology 72 (7), pp. 1747 - 1774 (2016)

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31.

Journal Article

Singer, M.; Krivobokova, T.; Munk, A.; De Groot, B. L.: Partial least squares for dependent data. Biometrika 103 (2), pp. 351 - 362 (2016)

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32.

Journal Article

Aspelmeier, T.; Katzgraber, H. G.; Larson, D.; Moore, M. A.; Wittmann, M.; Yeo, J.: Finite-size critical scaling in Ising spin glasses in the mean-field regime. Physical Review E 93, 032123 (2016)

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33.

Journal Article

Mütze, T.; Munk, A.; Friede, T.: Design and analysis of three-arm trials with negative binomially distributed endpoints. Statistics in Medicine 35 (4), pp. 505 - 521 (2016)

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34.

Journal Article

Hafi, N.; Grunwald, M.; van den Heuvel, L. S.; Aspelmeier, T.; Steinem, C.; Korte, M.; Munk, A.; Walla, P. J.: Reply to "Polarization modulation adds little additional information to super-resolution fluorescence microscopy". Nature Methods 13 (1), pp. 8 - 9 (2016)

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35.

Journal Article

König, C.; Werner, F.; Hohage, T.: Convergence 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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36.

Journal Article

Li, H.; Munk, A.; Sieling, H.: FDR-control in multiscale change-point segmentation. Electronic Journal of Statistics 10 (1), pp. 918 - 959 (2016)

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37.

Journal Article

Knuth, K. H.; Habeck, M.; Malakar, N. K.; Mubeen, A. M.; Placek, B.: Bayesian evidence and model selection. Digital Signal Processing 47, pp. 50 - 67 (2015)

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38.

Journal Article

Shahid, S. A.; Nagaraj, M.; Chauhan, N.; Franks, T. W.; Bardiaux, B.; Habeck, M.; Orwick-Rydmark, M.; Linke, D.; van Rossum, B. J.: Festkörper-NMR-Studien an der Membrananker-Domäne von YadA in der bakteriellen Außenmembran. Angewandte Chemie 127 (43), pp. 12792 - 12797 (2015)

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39.

Journal Article

Shahid, S. A.; Nagaraj, M.; Chauhan, N.; Franks, T. W.; Bardiaux, B.; Habeck, M.; Orwick-Rydmark, M.; Linke, D.; van Rossum, B. J.: Solid-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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40.

Journal Article

Habenstein, B.; Loquet, A.; Hwan, S.; Giller, K.; Vasa, S. K.; Becker, S.; Habeck, M.; Lange, A.: Hybrid structure of the type 1 pilus of uropathogenic Escherichia coli. Angewandte Chemie International Edition 54 (40), pp. 11691 - 11695 (2015)

MPG.PuRe

41.

Journal Article

Ta, H.; Keller, J.; Haltmeier, M.; Saka, S. K.; Schmied, J.; Opazo, F.; Tinnefeld, P.; Munk, A.; Hell, S. W.: Mapping molecules in scanning far-field fluorescence nanoscopy. Nature Communications 6, 7977 (2015)

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ZIP

42.

Journal Article

Munk, A.; Werner, F.: Discussion of “Hypotheses testing by convex optimization”. Electronic Journal of Statistics 9 (2), pp. 1720 - 1722 (2015)

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43.

Journal Article

Martini, J. W. R.; Habeck, M.: Comparison 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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44.

Journal Article

Joubert, P.; Habeck, M.: Bayesian inference of initial models in cryo-electron microscopy using pseudo-atoms. Biophysical Journal 108 (5), pp. 1165 - 1175 (2015)

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45.

Journal Article

Werner, F.: On 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)

MPG.PuRe

46.

Journal Article

Habeck, M.: Nested sampling with demons. AIP Conference Proceedings 1641, pp. 121 - 129 (2015)

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47.

Journal Article

Martini, J. W. R.; Habeck, M.: 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), pp. 1163 - 1164 (2014)

MPG.PuRe

48.

Journal Article

Li, H.; Haltmeier, M.; Zhang, S.; Frahm, J.; Munk, A.: Aggregated motion estimation for image reconstruction in real-time MRI. Magnetic Resonance in Medicine 72 (4), pp. 1039 - 1048 (2014)

MPG.PuRe

49.

Journal Article

Futschik, A.; Hotz, T.; Munk, A.; Sieling, H.: Multiscale DNA partitioning: Statistical evidence for segments. Bioinformatics 30 (16), pp. 2255 - 2262 (2014)

MPG.PuRe

50.

Journal Article

Frick, K.; Munk, A.; Sieling, H.: Multiscale change point inference. Journal of the Royal Statistical Society: Series B, Statistical Methodology 76 (3), pp. 495 - 580 (2014)

MPG.PuRe

51.

Journal Article

Hohage, T.; Werner, F.: Convergence rates for inverse problems with impulsive noise. SIAM Journal on Numerical Analysis 52 (3), pp. 1203 - 1221 (2014)

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52.

Journal Article

Hafi, N.; Grunwald, M.; van den Heuvel, L. S.; Aspelmeier, T.; Chen, J.; Zagrebelsky, M.; Schütte, O. M.; Steinem, C.; Korte, M.; Munk, A. et al.; Walla, P. J.: Fluorescence nanoscopy by polarization modulation and polarization angle narrowing. Nature Methods 11 (5), pp. 579 - 584 (2014)

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ZIP

53.

Journal Article

Haltmeier, M.; Munk, A.: Extreme 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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54.

Journal Article

Greb, F.; Krivobokova, T.; Munk, A.; von Cramon-Taubadel, S.: Regularized Bayesian estimation of generalized threshold regression models. Bayesian Analysis 9 (1), pp. 171 - 196 (2014)

MPG.PuRe

55.

Journal Article

Hotz, T.; Schuette, O. M.; Sieling, H.; Polupanow, T.; Diederichsen, U.; Steinem, C.; Munk, A.: Idealizing ion channel recordings by a jump segmentation multiresolution filter. IEEE Transactions on Nanobioscience 12 (4), pp. 376 - 386 (2013)

MPG.PuRe

56.

Journal Article

Frick, K.; Marnitz, P.; Munk, A.: Statistical multiresolution estimation for variational imaging: With an application in poisson-biophotonics. Journal of Mathematical Imaging and Vision 46 (3), pp. 370 - 387 (2013)

MPG.PuRe

57.

Journal Article

Greb, F.; von Cramon-Taubadel, S.; Krivobokova, T.; Munk, A.: The estimation of threshold models in price transmission analysis. American Journal of Agricultural Economics 95 (4), pp. 900 - 916 (2013)

MPG.PuRe

58.

Journal Article

Yalunin, S. V.; Herink, G.; Solli, D. R.; Krüger, M.; Hommelhoff, P.; Diehn, M.; Munk, A.; Ropers, C.: Field localization and rescattering in tip-enhanced photoemission. Annalen der Physik 525 (1-2), pp. L12 - L18 (2013)

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59.

Journal Article

Schmidt-Hieber, J.; Munk, A.; Duembgen, L.: Multiscale methods for shape constraints in deconvolution: Confidence statements for qualitative features. The Annlas of Statistics 41 (3), pp. 1299 - 1328 (2013)

MPG.PuRe

60.

Journal Article

Krivobokova, T.; Briones, R.; Hub, J. S.; Munk, A.; de Groot, B. L.: Partial 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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61.

Journal Article

Frick, K.; Marnitz, P.; Munk, A.: Shape constrained regularisation by statistical multiresolution for inverse problems: asymptotic analysis. Inverse Problems 28 (6), 065006 (2012)

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62.

Journal Article

Geisler, C.; Hotz, T.; Schönle, A.; Hell, S. W.; Munk, A.; Egner, A.: Drift estimation for single marker switching based imaging schemes. Optics Express 20 (7), pp. 7274 - 7289 (2012)

MPG.PuRe

63.

Journal Article

Hotz, T.; Marnitz, P.; Stichtenoth, R.; Davies, L.; Kabluchko, Z.; Munk, A.: Locally adaptive image denoising by a statistical multiresolution criterion. Computational Statistics and Data Analysis 56 (3), pp. 543 - 558 (2012)

MPG.PuRe

64.

Journal Article

Frick, K.; Marnitz, P.; Munk, A.: Statistical multiresolution Dantzig estimation in imaging: Fundamental concepts and algorithmic framework. Electronic journal of statistics 6, pp. 231 - 268 (2012)

MPG.PuRe

65.

Journal Article

Hoffmann, M.; Munk, A.; Schmidt-Hieber, J.: Adaptive wavelet estimation of the diffusion coefficient under additive error measurements. Annales de l'Institute Henri Poincaré probabilités et statistiques 48 (4), pp. 1186 - 1216 (2012)

MPG.PuRe

66.

Journal Article

Grasmair, M.; Haltmeier, M.; Scherzer, O.: The residual method for regularizing ill-posed problems. Applied Mathematics and Computation 218 (6), pp. 2693 - 2710 (2011)

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67.

Journal Article

Gottschlich, C.; Hotz, T.; Lorenz, R.; Bernhardt, S.; Hantschel, M.; Munk, A.: Modeling the growth of fingerprints improves matching for adolescents. IEEE Transactions on Information Forensics and Security 6 (3), pp. 1165 - 1169 (2011)

MPG.PuRe

68.

Journal Article

Aspelmeier, T.; Zippelius, A.: The integrated density of states of the random graph Laplacian. Journal of Statistical Physics 144, pp. 759 - 773 (2011)

MPG.PuRe

69.

Journal Article

Haltmeier, M.: A mollification approach for inverting the spherical mean Radon transform. SIAM Journal on Applied Mathematics 71 (5), pp. 1637 - 1652 (2011)

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70.

Journal Article

Haltmeier, M.: Inversion formulas for a cylindrical Radon transform. SIAM Journal on Imaging Sciences 4 (3), pp. 789 - 806 (2011)

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