Axel Munk

发表

Testing parametric assumptions on band- or time-limited signals under noise

Hajo Holzmann, Nicolai Bissantz, Axel Munk, 2005, IEEE Transactions on Information Theory.

Statistical Multiresolution Estimation for Variational Imaging: With an Application in Poisson-Biophotonics

Axel Munk, Klaus Frick, Philipp Marnitz, 2012, Journal of Mathematical Imaging and Vision.

Design and semiparametric analysis of non‐inferiority trials with active and placebo control for censored time‐to‐event data

Axel Munk, Tim Friede, Karola Kombrink, 2013, Statistics in medicine.

Security Considerations in Minutiae-Based Fuzzy Vaults

Axel Munk, Benjamin Tams, Preda Mihăilescu, 2015, IEEE Transactions on Information Forensics and Security.

Design and analysis of three‐arm trials with negative binomially distributed endpoints

Axel Munk, Tim Friede, Tobias Mütze, 2016, Statistics in medicine.

Modeling the Growth of Fingerprints Improves Matching for Adolescents

Axel Munk, Carsten Gottschlich, Thomas Hotz, 2011, IEEE Transactions on Information Forensics and Security.

Aggregated motion estimation for real‐time MRI reconstruction

Jens Frahm, Markus Haltmeier, Axel Munk, 2013, Magnetic resonance in medicine.

Optimal Transport: Fast Probabilistic Approximation with Exact Solvers

Axel Munk, Yoav Zemel, Max Sommerfeld, 2018, J. Mach. Learn. Res..

Locally adaptive image denoising by a statistical multiresolution criterion

Axel Munk, Philipp Marnitz, Thomas Hotz, 2012, Comput. Stat. Data Anal..

Locally Adaptive Regularization of Linear Statistical Inverse Problems

Axel Munk, Klaus Frick, Philipp Marnitz, 2010 .

Persistent Homology meets Statistical Inference - A Case Study: Detecting Modes of One-Dimensional Signals pdf

Ulrich Bauer, Axel Munk, Max Wardetzky, 2014, ArXiv.

Statistical Multiresolution Dantzig Estimation in Imaging: Fundamental Concepts and Algorithmic Framework pdf

Axel Munk, Klaus Frick, Philipp Marnitz, 2011, ArXiv.

Convergence Analysis of Generalized Iteratively Reweighted Least Squares Algorithms on Convex Function Spaces

Nicolai Bissantz, Axel Munk, Lutz Dümbgen, 2008, SIAM J. Optim..

Aggregated motion estimation for image reconstruction in real-time MRI.

Jens Frahm, Markus Haltmeier, Shuo Zhang, 2013 .

Extreme value analysis of frame coefficients and implications for image denoising

Markus Haltmeier, Axel Munk, 2012 .

Global Models for the Orientation Field of Fingerprints: An Approach Based on Quadratic Differentials

Axel Munk, Thomas Hotz, Stephan Huckemann, 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Testing general hypotheses under binomial sampling: the two sample case - asymptotic theory and exact procedures

Axel Munk, Bernd Stratmann, G. Skipka, 2005, Comput. Stat. Data Anal..

Testing for dependence on tree structures

Christopher Holmes, Axel Munk, Merle Behr, 2019, Proceedings of the National Academy of Sciences.

Limit laws of the empirical Wasserstein distance: Gaussian distributions

Axel Munk, Thomas Rippl, Anja Sturm, 2015, J. Multivar. Anal..

Iteratively Regularized Gauss-Newton Method for Nonlinear Inverse Problems with Random Noise

Axel Munk, Thorsten Hohage, Frank Bauer, 2009, SIAM J. Numer. Anal..

Identifiability for Blind Source Separation of Multiple Finite Alphabet Linear Mixtures

Axel Munk, Merle Behr, A. Munk, 2015, IEEE Transactions on Information Theory.

Empirical Regularized Optimal Transport: Statistical Theory and Applications

Axel Munk, Carla Tameling, Marcel Klatt, 2018, SIAM J. Math. Data Sci..

Robust Orientation Field Estimation and Extrapolation Using Semilocal Line Sensors

Axel Munk, Carsten Gottschlich, Preda Mihailescu, 2009, IEEE Transactions on Information Forensics and Security.

A studentized permutation test for three‐arm trials in the ‘gold standard’ design

Axel Munk, Tim Friede, Tobias Mütze, 2016, Statistics in medicine.

Dynamic threshold using polynomial surface regression with application to the binarization of fingerprints

Axel Munk, Preda Mihailescu, Krzysztof Mieloch, 2005, SPIE Defense + Commercial Sensing.

Unconditional exact tests for the difference of binomial probabilities - contrasted and compared

Axel Munk, G. Skipka, G. Freitag, 2004, Comput. Stat. Data Anal..

Improved Fingerprint Image Segmentation and Reconstruction of Low Quality Areas

Axel Munk, Preda Mihailescu, Krzysztof Mieloch, 2010, 2010 20th International Conference on Pattern Recognition.

Aggregated Motion Estimation for Parallel Real-Time MRI

Jens Frahm, Markus Haltmeier, Axel Munk, 2013 .

Kernel Partial Least Squares for Stationary Data

Axel Munk, Tatyana Krivobokova, Marco Singer, 2017, J. Mach. Learn. Res..

Statistical Analyses of Fingerprint Growth

Axel Munk, Carsten Gottschlich, Thomas Hotz, 2011, BIOSIG.

Intrinsic MANOVA for Riemannian Manifolds with an Application to Kendall's Space of Planar Shapes

Axel Munk, Thomas Hotz, Stephan Huckemann, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Justifying Tensor-Driven Diffusion from Structure-Adaptive Statistics of Natural Images

Joachim Weickert, Pascal Peter, Axel Munk, 2015, EMMCVPR.

Convergence Rates of General Regularization Methods for Statistical Inverse Problems and Applications

Nicolai Bissantz, Axel Munk, Thorsten Hohage, 2007, SIAM J. Numer. Anal..

Multiscale DNA partitioning: statistical evidence for segments

Axel Munk, Thomas Hotz, Hannes Sieling, 2014, Bioinform..

Drift estimation in sparse sequential dynamic imaging, with application to nanoscale fluorescence microscopy

Axel Munk, Alexander Egner, Stephan Huckemann, 2014, 1403.1389.

COMPUTATIONAL STRATEGIES FOR STATISTICAL INFERENCE BASED ON EMPIRICAL OPTIMAL TRANSPORT

Axel Munk, Carla Tameling, 2018, 2018 IEEE Data Science Workshop (DSW).

Multiscale Quantile Segmentation

Axel Munk, Merle Behr, Laura Jula Vanegas, 2019, Journal of the American Statistical Association.

Persistence Barcodes Versus Kolmogorov Signatures: Detecting Modes of One-Dimensional Signals

Ulrich Bauer, Axel Munk, Max Wardetzky, 2014, Found. Comput. Math..

Testing for dependence on tree structures

Axel Munk, Chris Holmes, Merle Behr, 2020, Proceedings of the National Academy of Sciences.

Idealizing Ion Channel Recordings by a Jump Segmentation Multiresolution Filter

Axel Munk, Thomas Hotz, Hannes Sieling, 2013, IEEE Transactions on NanoBioscience.

Fingerprint Classification using Entropy Sensitive Tracing

Axel Munk, Preda Mihăilescu, Krzysztof Mieloch, 2008 .

Fully Automatic Multiresolution Idealization for Filtered Ion Channel Recordings: Flickering Event Detection

Axel Munk, Florian Pein, Inder Tecuapetla-Gómez, 2017, IEEE Transactions on NanoBioscience.

Drift estimation for single marker switching based imaging schemes.

Axel Munk, Thomas Hotz, Alexander Egner, 2012, Optics express.

Analyzing cross-talk between superimposed signals: Vector norm dependent hidden Markov models and applications

Axel Munk, Daniel Rudolf, Benjamin Eltzner, 2021 .

The Statistics of Circular Optimal Transport

Axel Munk, Marcel Klatt, Shayan Hundrieser, 2021 .

Limit Distributions and Sensitivity Analysis for Entropic Optimal Transport on Countable Spaces

Axel Munk, Marcel Klatt, Shayan Hundrieser, 2021 .

Minimax detection of localized signals in statistical inverse problems pdf

Axel Munk, Frank Werner, Markus Pohlmann, 2021, ArXiv.

Transport Dependency: Optimal Transport Based Dependency Measures

Axel Munk, Thomas Giacomo Nies, Thomas Staudt, 2021 .

On the Uniqueness of Kantorovich Potentials

Axel Munk, Shayan Hundrieser, Thomas Staudt, 2022, 2201.08316.

The ultrametric Gromov-Wasserstein distance

Axel Munk, Zhengchao Wan, Facundo M'emoli, 2021 .

Kantorovich-Rubinstein distance and barycenter for finitely supported measures: Foundations and Algorithms

Axel Munk, Marcel Klatt, Florian Heinemann, 2021 .

A Variational View on Statistical Multiscale Estimation

Markus Haltmeier, Axel Munk, Housen Li, 2021, Annual Review of Statistics and Its Application.

Multiple haplotype reconstruction from allele frequency data

Axel Munk, Housen Li, Andreas Futschik, 2021 .

What is resolution? A statistical minimax testing perspective on superresolution microscopy

Axel Munk, Gytis Kulaitis, Frank Werner, 2021, The Annals of Statistics.

Lower bounds for volatility estimation in microstructure noise models

Axel Munk, Johannes Schmidt-Hieber, A. Munk, 2010, 1002.3045.

Identifiability of finite mixtures - with applications to circular distributions

Hajo Holzmann, Axel Munk, A. Munk, 2004 .

SHAO'S THEOREM ON THE MAXIMUM OF STANDARDIZED RANDOM WALK INCREMENTS FOR MULTIDIMENSIONAL ARRAYS

Axel Munk, Zakhar Kabluchko, A. Munk, 2009 .

Newton methods for nonlinear inverse problems with random noise

Axel Munk, Thorsten Hohage, Frank Bauer, 2007 .

The circular SiZer, inferred persistence of shape parameters and application to stem cell stress fibre structures

Joachim Weickert, Axel Munk, Stephan Huckemann, 2014 .

Neyman smooth goodness-of-fit tests for the marginal distribution of dependent data

Axel Munk, Janis Valeinis, Jean-Pierre Stockis, 2011 .

Scale space consistency of piecewise constant least squares estimators - another look at the regressogram

Axel Munk, Olaf Wittich, Volkmar Liebscher, 2006, math/0609347.

Validation of linear regression models

Holger Dette, Axel Munk, A. Munk, 1998 .

Adaptive wavelet estimation of the diffusion coefficient under additive error measurements

Axel Munk, Marc Hoffmann, Johannes Schmidt-Hieber, 2010, 1007.4622.

Nonparametric comparison of several regression functions: exact and asymptotic theory

Holger Dette, Axel Munk, A. Munk, 1998 .

Self-consistent residual dipolar coupling based model-free analysis for the robust determination of nanosecond to microsecond protein dynamics

Oliver F. Lange, Jens Meiler, Axel Munk, 2008, Journal of biomolecular NMR.

Shape constrained regularisation by statistical multiresolution for inverse problems: asymptotic analysis.

Axel Munk, Klaus Frick, Philipp Marnitz, 2010 .

Partial least squares for dependent data.

Axel Munk, Tatyana Krivobokova, Marco Singer, 2015, Biometrika.

Optimal regularization for ill-posed problems in metric spaces

Axel Munk, A. Munk, F. Bauer, 2007 .

Noncanonical links in generalized linear models – when is the effort justified?

Claudia Czado, Axel Munk, C. Czado, 2000 .

Estimating the variance in nonparametric regression—what is a reasonable choice?

Holger Dette, Axel Munk, A. Munk, 1998 .

Non-parametric Analysis of Covariance - The Case of Inhomogeneous and Heteroscedastic Noise

Axel Munk, Natalie Neumeyer, Achim Scholz, 2004 .

Dicussion on the meeting on ‘Statistical approaches to inverse problems’

Simon J. Godsill, Dan Cornford, Eric Moulines, 2004 .

The one- and multi-sample problem for functional data with application to projective shape analysis

Axel Munk, Robert L. Paige, Vic Patrangenaru, 2008 .

Autocovariance Estimation in Regression with a Discontinuous Signal and m‐Dependent Errors: A Difference‐Based Approach

Axel Munk, A. Munk, Inder Tecuapetla-G'omez, 2015, 1507.02485.

Testing model assumptions in multivariate linear regression models

Holger Dette, Axel Munk, A. Munk, 2000 .

Multiscale methods for shape constraints in deconvolution: Confidence statements for qualitative features.

Axel Munk, Johannes Schmidt-Hieber, Lutz Duembgen, 2011, 1107.1404.

Tests in a Case–control Design Including Relatives

Hajo Holzmann, Axel Munk, Ansgar Steland, 2006 .

Nonparametric Estimation of the Volatility Under Microstructure Noise: Wavelet Adaptation

Axel Munk, Marc Hoffmann, Johannes Schmidt-Hieber, 2010 .

Minimax Rates for Estimating the Variance and its Derivatives in Non–Parametric Regression

Axel Munk, Frits H. Ruymgaart, F. Ruymgaart, 2002 .

Box-Type Approximations in Nonparametric Factorial Designs

Holger Dette, Edgar Brunner, Axel Munk, 1997 .

Therapeutic equivalence--clinical issues and statistical methodology in noninferiority trials.

Axel Munk, Hans J Trampisch, 2005, Biometrical journal. Biometrische Zeitschrift.

Nonparametric Estimation of the Volatility Function in a High-Frequency Model corrupted by Noise

Axel Munk, Johannes Schmidt-Hieber, A. Munk, 2009, 0908.3163.

Heterogeneous change point inference

Axel Munk, Florian Pein, Hannes Sieling, 2015, 1505.04898.

Modern Statistical Challenges in High-Resolution Fluorescence Microscopy

Axel Munk, Alexander Egner, A. Munk, 2015 .

Reply to "Polarization modulation adds little additional information to super-resolution fluorescence microscopy"

Axel Munk, Martin Korte, Claudia Steinem, 2015, Nature Methods.

Testing for lack of fit in inverse regression—with applications to biophotonic imaging

Hajo Holzmann, Nicolai Bissantz, Axel Munk, 2007 .

Total variation multiscale estimators for linear inverse problems

Axel Munk, A. Munk, Miguel del Álamo, 2019, Information and Inference: A Journal of the IMA.

Shape spaces for prealigned star‐shaped objects—studying the growth of plants by principal components analysis

Axel Munk, Thomas Hotz, Stephan Huckemann, 2009 .

Partial least-squares functional mode analysis: application to the membrane proteins AQP1, Aqy1, and CLC-ec1.

Axel Munk, Bert L de Groot, Tatyana Krivobokova, 2012, Biophysical journal.

Assessing the similarity of distributions - finite sample performance of the empirical mallows distance

Claudia Czado, Axel Munk, C. Czado, 1998 .

Testing the goodness of fit of parametric regression models with random Toeplitz forms

Axel Munk, A. Munk, 2002 .

P-values for classification

Axel Munk, Lutz Duembgen, L. Duembgen, 2008, 0801.2934.

Identifiability of Finite Mixtures of Elliptical Distributions

Hajo Holzmann, Axel Munk, Tilmann Gneiting, 2006 .

On the self-regularization property of the EM algorithm for Poisson inverse problems.

Axel Munk, Mihaela Pricop, 2010 .

On difference‐based variance estimation in nonparametric regression when the covariate is high dimensional

Nicolai Bissantz, Axel Munk, Thorsten Wagner, 2005 .

An extension of Welch's approximate t-solution to comparative bioequivalence trials

Holger Dette, Axel Munk, A. Munk, 1994 .

Extreme value analysis of empirical frame coefficients and implications for denoising by soft-thresholding

Markus Haltmeier, Axel Munk, A. Munk, 2012, 1205.2240.

A statistical stopping rule for MLEM reconstructions in PET

Nicolai Bissantz, Axel Munk, Bernard A. Mair, 2008, 2008 IEEE Nuclear Science Symposium Conference Record.

Testing heteroscedasticity in nonparametric regression

Holger Dette, Axel Munk, H. Dette, 1998 .

Density testing in a contaminated sample

Hajo Holzmann, Nicolai Bissantz, Axel Munk, 2007 .

Mapping molecules in scanning far-field fluorescence nanoscopy

Markus Haltmeier, Axel Munk, Philip Tinnefeld, 2015, Nature Communications.