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2020 – today
- 2024
[j29]Alberto González-Sanz
, Michel Groppe, Axel Munk:
Nonlinear Inverse Optimal Transport: Identifiability of the Transport Cost from Its Marginals and Optimal Values. SIAM J. Math. Anal. 56(6): 7808-7829 (2024)- 2023
- [j28]Facundo Mémoli, Axel Munk, Zhengchao Wan, Christoph Weitkamp:
The Ultrametric Gromov-Wasserstein Distance. Discret. Comput. Geom. 70(4): 1378-1450 (2023) - [j27]Gilles Mordant, Axel Munk:
Statistical Analysis of Random Objects Via Metric Measure Laplacians. SIAM J. Math. Data Sci. 5(2): 528-557 (2023) - [i9]Alexandre Mösching, Housen Li, Axel Munk:
Quick Adaptive Ternary Segmentation: An Efficient Decoding Procedure For Hidden Markov Models. CoRR abs/2305.18578 (2023) - [i8]Leo Suchan, Housen Li, Axel Munk:
A scalable clustering algorithm to approximate graph cuts. CoRR abs/2308.09613 (2023) - 2022
- [j26]Marcel Klatt, Axel Munk, Yoav Zemel:
Limit laws for empirical optimal solutions in random linear programs. Ann. Oper. Res. 315(1): 251-278 (2022) - [j25]Florian Heinemann, Axel Munk, Yoav Zemel:
Randomized Wasserstein Barycenter Computation: Resampling with Statistical Guarantees. SIAM J. Math. Data Sci. 4(1): 229-259 (2022) - [j24]Merle Behr, Axel Munk:
Statistical Methods for Minimax Estimation in Linear Models with Unknown Design Over Finite Alphabets. SIAM J. Math. Data Sci. 4(2): 490-513 (2022) - [i7]Katharina Proksch, Frank Werner, Jan Keller-Findeisen, Haisen Ta, Axel Munk:
Towards quantitative super-resolution microscopy: Molecular maps with statistical guarantees. CoRR abs/2207.13426 (2022) - 2021
- [j23]Carla Tameling, Stefan Stoldt, Till Stephan, Julia Naas, Stefan Jakobs, Axel Munk:
Colocalization for super-resolution microscopy via optimal transport. Nat. Comput. Sci. 1(3): 199-211 (2021) - [j22]Marta Pelizzola, Merle Behr, Housen Li, Axel Munk, Andreas Futschik:
Multiple haplotype reconstruction from allele frequency data. Nat. Comput. Sci. 1(4): 262-271 (2021) - [i6]Markus Pohlmann, Frank Werner, Axel Munk:
Minimax detection of localized signals in statistical inverse problems. CoRR abs/2112.05648 (2021) - 2020
- [j21]Miguel del Alamo, Housen Li, Axel Munk, Frank Werner:
Variational Multiscale Nonparametric Regression: Algorithms and Implementation. Algorithms 13(11): 296 (2020) - [j20]Marcel Klatt, Carla Tameling, Axel Munk:
Empirical Regularized Optimal Transport: Statistical Theory and Applications. SIAM J. Math. Data Sci. 2(2): 419-443 (2020) - [i5]Solt Kovács, Housen Li, Lorenz Haubner, Axel Munk, Peter Bühlmann:
Optimistic search strategy: Change point detection for large-scale data via adaptive logarithmic queries. CoRR abs/2010.10194 (2020)
2010 – 2019
- 2019
- [j19]Max Sommerfeld, Jörn Schrieber, Yoav Zemel, Axel Munk:
Optimal Transport: Fast Probabilistic Approximation with Exact Solvers. J. Mach. Learn. Res. 20: 105:1-105:23 (2019) - 2018
- [c5]Carla Tameling, Axel Munk:
Computational Strategies for Statistical Inference Based on Empirical Optimal Transport. DSW 2018: 175-179 - 2017
- [j18]Ulrich Bauer, Axel Munk, Hannes Sieling, Max Wardetzky:
Persistence Barcodes Versus Kolmogorov Signatures: Detecting Modes of One-Dimensional Signals. Found. Comput. Math. 17(1): 1-33 (2017) - [j17]Marco Singer, Tatyana Krivobokova, Axel Munk:
Kernel Partial Least Squares for Stationary Data. J. Mach. Learn. Res. 18: 123:1-123:41 (2017) - [j16]Merle Behr, Axel Munk:
Identifiability for Blind Source Separation of Multiple Finite Alphabet Linear Mixtures. IEEE Trans. Inf. Theory 63(9): 5506-5517 (2017) - 2016
- [j15]Thomas Rippl, Axel Munk, Anja Sturm:
Limit laws of the empirical Wasserstein distance: Gaussian distributions. J. Multivar. Anal. 151: 90-109 (2016) - 2015
- [j14]Benjamin Tams, Preda Mihailescu, Axel Munk:
Security Considerations in Minutiae-Based Fuzzy Vaults. IEEE Trans. Inf. Forensics Secur. 10(5): 985-998 (2015) - 2014
- [j13]Andreas Futschik, Thomas Hotz, Axel Munk, Hannes Sieling:
Multiscale DNA partitioning: statistical evidence for segments. Bioinform. 30(16): 2255-2262 (2014) - [c4]Pascal Peter, Joachim Weickert, Axel Munk, Tatyana Krivobokova, Housen Li:
Justifying Tensor-Driven Diffusion from Structure-Adaptive Statistics of Natural Images. EMMCVPR 2014: 263-277 - [i4]Ulrich Bauer, Axel Munk, Hannes Sieling, Max Wardetzky:
Persistent Homology meets Statistical Inference - A Case Study: Detecting Modes of One-Dimensional Signals. CoRR abs/1404.1214 (2014) - 2013
- [j12]Klaus Frick, Philipp Marnitz, Axel Munk:
Statistical Multiresolution Estimation for Variational Imaging: With an Application in Poisson-Biophotonics. J. Math. Imaging Vis. 46(3): 370-387 (2013) - 2012
- [j11]Thomas Hotz, Philipp Marnitz, Rahel Stichtenoth, Laurie Davies, Zakhar Kabluchko, Axel Munk:
Locally adaptive image denoising by a statistical multiresolution criterion. Comput. Stat. Data Anal. 56(3): 543-558 (2012) - [i3]Klaus Frick, Philipp Marnitz, Axel Munk:
Statistical Multiresolution Estimation for Variational Imaging: With an Application in Poisson-Biophotonics. CoRR abs/1204.3748 (2012) - 2011
- [j10]Carsten Gottschlich, Thomas Hotz, Robert Lorenz, Stefanie Bernhardt, Michael Hantschel, Axel Munk:
Modeling the Growth of Fingerprints Improves Matching for Adolescents. IEEE Trans. Inf. Forensics Secur. 6(3-2): 1165-1169 (2011) - [c3]Thomas Hotz, Carsten Gottschlich, Robert Lorenz, Stefanie Bernhardt, Michael Hantschel, Axel Munk:
Statistical Analyses of Fingerprint Growth. BIOSIG 2011: 11-20 - [i2]Klaus Frick, Philipp Marnitz, Axel Munk:
Statistical Multiresolution Dantzig Estimation in Imaging: Fundamental Concepts and Algorithmic Framework. CoRR abs/1101.4373 (2011) - 2010
- [j9]Stephan Huckemann, Thomas Hotz, Axel Munk:
Intrinsic MANOVA for Riemannian Manifolds with an Application to Kendall's Space of Planar Shapes. IEEE Trans. Pattern Anal. Mach. Intell. 32(4): 593-603 (2010) - [c2]Krzysztof Mieloch, Axel Munk, Preda Mihailescu:
Improved Fingerprint Image Segmentation and Reconstruction of Low Quality Areas. ICPR 2010: 1241-1244 - [i1]Carsten Gottschlich, Thomas Hotz, Robert Lorenz, Stefanie Bernhardt, Michael Hantschel, Axel Munk:
Modeling the growth of fingerprints improves matching for adolescents. CoRR abs/1008.1150 (2010)
2000 – 2009
- 2009
- [j8]Nicolai Bissantz, Lutz Dümbgen, Axel Munk, Bernd Stratmann:
Convergence Analysis of Generalized Iteratively Reweighted Least Squares Algorithms on Convex Function Spaces. SIAM J. Optim. 19(4): 1828-1845 (2009) - [j7]Frank Bauer, Thorsten Hohage, Axel Munk:
Iteratively Regularized Gauss-Newton Method for Nonlinear Inverse Problems with Random Noise. SIAM J. Numer. Anal. 47(3): 1827-1846 (2009) - [j6]Carsten Gottschlich, Preda Mihailescu, Axel Munk:
Robust orientation field estimation and extrapolation using semilocal line sensors. IEEE Trans. Inf. Forensics Secur. 4(4): 802-811 (2009) - [c1]Preda Mihailescu, Axel Munk, Benjamin Tams:
The Fuzzy Vault for Fingerprints is Vulnerable to Brute Force Attack. BIOSIG 2009: 43-54 - 2008
- [j5]Stephan Huckemann, Thomas Hotz, Axel Munk:
Global Models for the Orientation Field of Fingerprints: An Approach Based on Quadratic Differentials. IEEE Trans. Pattern Anal. Mach. Intell. 30(9): 1507-1519 (2008) - 2007
- [j4]Nicolai Bissantz, Thorsten Hohage, Axel Munk, Frits Ruymgaart:
Convergence Rates of General Regularization Methods for Statistical Inverse Problems and Applications. SIAM J. Numer. Anal. 45(6): 2610-2636 (2007) - 2005
- [j3]Axel Munk, G. Skipka, Bernd Stratmann:
Testing general hypotheses under binomial sampling: the two sample case - asymptotic theory and exact procedures. Comput. Stat. Data Anal. 49(3): 723-739 (2005) - [j2]Nicolai Bissantz, Hajo Holzmann, Axel Munk:
Testing parametric assumptions on band- or time-limited signals under noise. IEEE Trans. Inf. Theory 51(11): 3796-3805 (2005) - 2004
- [j1]G. Skipka, Axel Munk, G. Freitag:
Unconditional exact tests for the difference of binomial probabilities - contrasted and compared. Comput. Stat. Data Anal. 47(4): 757-773 (2004)
Coauthor Index
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