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