Axel Munk - RankMe

47 papers B 1Journal 42Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive Monotonicity Testing in Sublinear Time. IEEE Trans. Inf. Theory Housen Li, Zhi Liu, Axel Munk
2025	J	`jnl`	On the Uniqueness of Kantorovich Potentials. SIAM J. Math. Anal. Thomas Staudt, Shayan Hundrieser, Axel Munk
2025	J	`jnl`	Unbalanced Kantorovich-Rubinstein distance, plan, and barycenter on nite spaces: A statistical perspective. J. Mach. Learn. Res. Shayan Hundrieser, Florian Heinemann, Marcel Klatt, Marina Struleva, Axel Munk
2024	J	`jnl`	Nonlinear Inverse Optimal Transport: Identifiability of the Transport Cost from Its Marginals and Optimal Values. SIAM J. Math. Anal. Alberto González-Sanz, Michel Groppe, Axel Munk
2024	J	`jnl`	Optimistic Search: Change Point Estimation for Large-scale Data via Adaptive Logarithmic Queries. J. Mach. Learn. Res. Solt Kovács, Housen Li, Lorenz Haubner, Axel Munk, Peter Bühlmann
2023	J	`jnl`	A scalable clustering algorithm to approximate graph cuts. CoRR Leo Suchan, Housen Li, Axel Munk
2023	J	`jnl`	Quick Adaptive Ternary Segmentation: An Efficient Decoding Procedure For Hidden Markov Models. CoRR Alexandre Mösching, Housen Li, Axel Munk
2023	J	`jnl`	Statistical Analysis of Random Objects Via Metric Measure Laplacians. SIAM J. Math. Data Sci. Gilles Mordant, Axel Munk
2023	J	`jnl`	The Ultrametric Gromov-Wasserstein Distance. Discret. Comput. Geom. Facundo Mémoli, Axel Munk, Zhengchao Wan, Christoph Weitkamp
2022	J	`jnl`	Limit laws for empirical optimal solutions in random linear programs. Ann. Oper. Res. Marcel Klatt, Axel Munk, Yoav Zemel
2022	J	`jnl`	Randomized Wasserstein Barycenter Computation: Resampling with Statistical Guarantees. SIAM J. Math. Data Sci. Florian Heinemann, Axel Munk, Yoav Zemel
2022	J	`jnl`	Statistical Methods for Minimax Estimation in Linear Models with Unknown Design Over Finite Alphabets. SIAM J. Math. Data Sci. Merle Behr, Axel Munk
2022	J	`jnl`	Towards quantitative super-resolution microscopy: Molecular maps with statistical guarantees. CoRR Katharina Proksch, Frank Werner, Jan Keller-Findeisen, Haisen Ta, Axel Munk
2021	J	`jnl`	Colocalization for super-resolution microscopy via optimal transport. Nat. Comput. Sci. Carla Tameling, Stefan Stoldt, Till Stephan, Julia Naas, Stefan Jakobs, Axel Munk
2021	J	`jnl`	Minimax detection of localized signals in statistical inverse problems. CoRR Markus Pohlmann, Frank Werner, Axel Munk
2021	J	`jnl`	Multiple haplotype reconstruction from allele frequency data. Nat. Comput. Sci. Marta Pelizzola, Merle Behr, Housen Li, Axel Munk, Andreas Futschik
2020	J	`jnl`	Empirical Regularized Optimal Transport: Statistical Theory and Applications. SIAM J. Math. Data Sci. Marcel Klatt, Carla Tameling, Axel Munk
2020	J	`jnl`	Optimistic search strategy: Change point detection for large-scale data via adaptive logarithmic queries. CoRR Solt Kovács, Housen Li, Lorenz Haubner, Axel Munk, Peter Bühlmann
2020	J	`jnl`	Variational Multiscale Nonparametric Regression: Algorithms and Implementation. Algorithms Miguel del Alamo, Housen Li, Axel Munk, Frank Werner
2019	J	`jnl`	Optimal Transport: Fast Probabilistic Approximation with Exact Solvers. J. Mach. Learn. Res. Max Sommerfeld, Jörn Schrieber, Yoav Zemel, Axel Munk
2018	—	`conf`	Computational Strategies for Statistical Inference Based on Empirical Optimal Transport. DSW Carla Tameling, Axel Munk
2017	J	`jnl`	Identifiability for Blind Source Separation of Multiple Finite Alphabet Linear Mixtures. IEEE Trans. Inf. Theory Merle Behr, Axel Munk
2017	J	`jnl`	Kernel Partial Least Squares for Stationary Data. J. Mach. Learn. Res. Marco Singer, Tatyana Krivobokova, Axel Munk
2017	J	`jnl`	Persistence Barcodes Versus Kolmogorov Signatures: Detecting Modes of One-Dimensional Signals. Found. Comput. Math. Ulrich Bauer, Axel Munk, Hannes Sieling, Max Wardetzky
2016	J	`jnl`	Limit laws of the empirical Wasserstein distance: Gaussian distributions. J. Multivar. Anal. Thomas Rippl, Axel Munk, Anja Sturm
2015	J	`jnl`	Security Considerations in Minutiae-Based Fuzzy Vaults. IEEE Trans. Inf. Forensics Secur. Benjamin Tams, Preda Mihailescu, Axel Munk
2014	—	`conf`	Justifying Tensor-Driven Diffusion from Structure-Adaptive Statistics of Natural Images. EMMCVPR Pascal Peter, Joachim Weickert, Axel Munk, Tatyana Krivobokova, Housen Li
2014	J	`jnl`	Multiscale DNA partitioning: statistical evidence for segments. Bioinform. Andreas Futschik, Thomas Hotz, Axel Munk, Hannes Sieling
2014	J	`jnl`	Persistent Homology meets Statistical Inference - A Case Study: Detecting Modes of One-Dimensional Signals. CoRR Ulrich Bauer, Axel Munk, Hannes Sieling, Max Wardetzky
2013	J	`jnl`	Statistical Multiresolution Estimation for Variational Imaging: With an Application in Poisson-Biophotonics. J. Math. Imaging Vis. Klaus Frick, Philipp Marnitz, Axel Munk
2012	J	`jnl`	Locally adaptive image denoising by a statistical multiresolution criterion. Comput. Stat. Data Anal. Thomas Hotz, Philipp Marnitz, Rahel Stichtenoth, Laurie Davies, Zakhar Kabluchko, Axel Munk
2012	J	`jnl`	Statistical Multiresolution Estimation for Variational Imaging: With an Application in Poisson-Biophotonics CoRR Klaus Frick, Philipp Marnitz, Axel Munk
2011	J	`jnl`	Modeling the Growth of Fingerprints Improves Matching for Adolescents. IEEE Trans. Inf. Forensics Secur. Carsten Gottschlich, Thomas Hotz, Robert Lorenz, Stefanie Bernhardt, Michael Hantschel, Axel Munk
2011	—	`conf`	Statistical Analyses of Fingerprint Growth. BIOSIG Thomas Hotz, Carsten Gottschlich, Robert Lorenz, Stefanie Bernhardt, Michael Hantschel, Axel Munk
2011	J	`jnl`	Statistical Multiresolution Dantzig Estimation in Imaging: Fundamental Concepts and Algorithmic Framework. CoRR Klaus Frick, Philipp Marnitz, Axel Munk
2010	B	`conf`	Improved Fingerprint Image Segmentation and Reconstruction of Low Quality Areas. ICPR Krzysztof Mieloch, Axel Munk, Preda Mihailescu
2010	J	`jnl`	Intrinsic MANOVA for Riemannian Manifolds with an Application to Kendall's Space of Planar Shapes. IEEE Trans. Pattern Anal. Mach. Intell. Stephan Huckemann, Thomas Hotz, Axel Munk
2010	J	`jnl`	Modeling the growth of fingerprints improves matching for adolescents CoRR Carsten Gottschlich, Thomas Hotz, Robert Lorenz, Stefanie Bernhardt, Michael Hantschel, Axel Munk
2009	J	`jnl`	Convergence Analysis of Generalized Iteratively Reweighted Least Squares Algorithms on Convex Function Spaces. SIAM J. Optim. Nicolai Bissantz, Lutz Dümbgen, Axel Munk, Bernd Stratmann
2009	J	`jnl`	Iteratively Regularized Gauss-Newton Method for Nonlinear Inverse Problems with Random Noise. SIAM J. Numer. Anal. Frank Bauer, Thorsten Hohage, Axel Munk
2009	J	`jnl`	Robust orientation field estimation and extrapolation using semilocal line sensors. IEEE Trans. Inf. Forensics Secur. Carsten Gottschlich, Preda Mihailescu, Axel Munk
2009	—	`conf`	The Fuzzy Vault for Fingerprints is Vulnerable to Brute Force Attack. BIOSIG Preda Mihailescu, Axel Munk, Benjamin Tams
2008	J	`jnl`	Global Models for the Orientation Field of Fingerprints: An Approach Based on Quadratic Differentials. IEEE Trans. Pattern Anal. Mach. Intell. Stephan Huckemann, Thomas Hotz, Axel Munk
2007	J	`jnl`	Convergence Rates of General Regularization Methods for Statistical Inverse Problems and Applications. SIAM J. Numer. Anal. Nicolai Bissantz, Thorsten Hohage, Axel Munk, Frits Ruymgaart
2005	J	`jnl`	Testing general hypotheses under binomial sampling: the two sample case - asymptotic theory and exact procedures. Comput. Stat. Data Anal. Axel Munk, G. Skipka, Bernd Stratmann
2005	J	`jnl`	Testing parametric assumptions on band- or time-limited signals under noise. IEEE Trans. Inf. Theory Nicolai Bissantz, Hajo Holzmann, Axel Munk
2004	J	`jnl`	Unconditional exact tests for the difference of binomial probabilities - contrasted and compared. Comput. Stat. Data Anal. G. Skipka, Axel Munk, G. Freitag