Axel Munk

According to our database, Axel Munk authored at least 40 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

The Ultrametric Gromov-Wasserstein Distance.

Facundo Mémoli, Axel Munk, Zhengchao Wan, Christoph Weitkamp

Discret. Comput. Geom., December, 2023

Statistical Analysis of Random Objects Via Metric Measure Laplacians.

Gilles Mordant, Axel Munk

SIAM J. Math. Data Sci., June, 2023

A scalable clustering algorithm to approximate graph cuts.

Leo Suchan, Housen Li, Axel Munk

CoRR, 2023

Quick Adaptive Ternary Segmentation: An Efficient Decoding Procedure For Hidden Markov Models.

Alexandre Mösching, Housen Li, Axel Munk

CoRR, 2023

2022

Randomized Wasserstein Barycenter Computation: Resampling with Statistical Guarantees.

Florian Heinemann, Axel Munk, Yoav Zemel

SIAM J. Math. Data Sci., 2022

Statistical Methods for Minimax Estimation in Linear Models with Unknown Design Over Finite Alphabets.

Merle Behr, Axel Munk

SIAM J. Math. Data Sci., 2022

Towards quantitative super-resolution microscopy: Molecular maps with statistical guarantees.

Katharina Proksch, Frank Werner, Jan Keller-Findeisen, Haisen Ta, Axel Munk

CoRR, 2022

Limit laws for empirical optimal solutions in random linear programs.

Marcel Klatt, Axel Munk, Yoav Zemel

Ann. Oper. Res., 2022

2021

Colocalization for super-resolution microscopy via optimal transport.

Carla Tameling, Stefan Stoldt, Till Stephan, Julia Naas, Stefan Jakobs, Axel Munk

Nat. Comput. Sci., 2021

Multiple haplotype reconstruction from allele frequency data.

Marta Pelizzola, Merle Behr, Housen Li, Axel Munk, Andreas Futschik

Nat. Comput. Sci., 2021

Minimax detection of localized signals in statistical inverse problems.

Markus Pohlmann, Frank Werner, Axel Munk

CoRR, 2021

2020

Empirical Regularized Optimal Transport: Statistical Theory and Applications.

Marcel Klatt, Carla Tameling, Axel Munk

SIAM J. Math. Data Sci., 2020

Optimistic search strategy: Change point detection for large-scale data via adaptive logarithmic queries.

Solt Kovács, Housen Li, Lorenz Haubner, Axel Munk, Peter Bühlmann

CoRR, 2020

Variational Multiscale Nonparametric Regression: Algorithms and Implementation.

Miguel del Alamo, Housen Li, Axel Munk, Frank Werner

Algorithms, 2020

2019

Optimal Transport: Fast Probabilistic Approximation with Exact Solvers.

Max Sommerfeld, Jörn Schrieber, Yoav Zemel, Axel Munk

J. Mach. Learn. Res., 2019

2018

Computational Strategies for Statistical Inference Based on Empirical Optimal Transport.

Carla Tameling, Axel Munk

Proceedings of the 2018 IEEE Data Science Workshop, 2018

2017

Identifiability for Blind Source Separation of Multiple Finite Alphabet Linear Mixtures.

Merle Behr, Axel Munk

IEEE Trans. Inf. Theory, 2017

Kernel Partial Least Squares for Stationary Data.

Marco Singer, Tatyana Krivobokova, Axel Munk

J. Mach. Learn. Res., 2017

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

Ulrich Bauer, Axel Munk, Hannes Sieling, Max Wardetzky

Found. Comput. Math., 2017

2016

Limit laws of the empirical Wasserstein distance: Gaussian distributions.

Thomas Rippl, Axel Munk, Anja Sturm

J. Multivar. Anal., 2016

2015

Security Considerations in Minutiae-Based Fuzzy Vaults.

Benjamin Tams, Preda Mihailescu, Axel Munk

IEEE Trans. Inf. Forensics Secur., 2015

2014

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

Ulrich Bauer, Axel Munk, Hannes Sieling, Max Wardetzky

CoRR, 2014

Multiscale DNA partitioning: statistical evidence for segments.

Andreas Futschik, Thomas Hotz, Axel Munk, Hannes Sieling

Bioinform., 2014

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

Pascal Peter, Joachim Weickert, Axel Munk, Tatyana Krivobokova, Housen Li

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

2013

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

Klaus Frick, Philipp Marnitz, Axel Munk

J. Math. Imaging Vis., 2013

2012

Locally adaptive image denoising by a statistical multiresolution criterion.

Thomas Hotz, Philipp Marnitz, Rahel Stichtenoth, Laurie Davies, Zakhar Kabluchko, Axel Munk

Comput. Stat. Data Anal., 2012

2011

Modeling the Growth of Fingerprints Improves Matching for Adolescents.

Carsten Gottschlich, Thomas Hotz, Robert Lorenz, Stefanie Bernhardt, Michael Hantschel, Axel Munk

IEEE Trans. Inf. Forensics Secur., 2011

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

Klaus Frick, Philipp Marnitz, Axel Munk

CoRR, 2011

Statistical Analyses of Fingerprint Growth.

Thomas Hotz, Carsten Gottschlich, Robert Lorenz, Stefanie Bernhardt, Michael Hantschel, Axel Munk

Proceedings of the BIOSIG 2011, 2011

2010

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

Stephan Huckemann, Thomas Hotz, Axel Munk

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Improved Fingerprint Image Segmentation and Reconstruction of Low Quality Areas.

Krzysztof Mieloch, Axel Munk, Preda Mihailescu

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Robust orientation field estimation and extrapolation using semilocal line sensors.

Carsten Gottschlich, Preda Mihailescu, Axel Munk

IEEE Trans. Inf. Forensics Secur., 2009

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

Frank Bauer, Thorsten Hohage, Axel Munk

SIAM J. Numer. Anal., 2009

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

Nicolai Bissantz, Lutz Dümbgen, Axel Munk, Bernd Stratmann

SIAM J. Optim., 2009

The Fuzzy Vault for Fingerprints is Vulnerable to Brute Force Attack.

Preda Mihailescu, Axel Munk, Benjamin Tams

Proceedings of the BIOSIG 2009, 2009

2008

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

Stephan Huckemann, Thomas Hotz, Axel Munk

IEEE Trans. Pattern Anal. Mach. Intell., 2008

2007

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

Nicolai Bissantz, Thorsten Hohage, Axel Munk, Frits Ruymgaart

SIAM J. Numer. Anal., 2007

2005

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

Nicolai Bissantz, Hajo Holzmann, Axel Munk

IEEE Trans. Inf. Theory, 2005

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

Axel Munk, G. Skipka, Bernd Stratmann

Comput. Stat. Data Anal., 2005

2004

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

G. Skipka, Axel Munk, G. Freitag

Comput. Stat. Data Anal., 2004