- Moesching, A., Li, H., Munk, A. (2023).
Quick Adaptive Ternary Segmentation: An Efficient Decoding Procedure For Hidden Markov Models arXiv.2305.18578. Submitted. - Jung, P., Seibertz, F., Fakuade, F., E., Ignatyeva, N. Sampathkumar, S., Ritter, M., Li, H. Mason, F., Ebert, A., Voigt, N. (2022).
Increased cytosolic calcium buffering contributes to a cellular arrhythmogenic substrate in iPSC-cardiomyocytes from patients with dilated cardiomyopathy. Basic Research in Cardiology volume, 117. - Haltmeier, H., Li, H., Munk, A. (2022).
A variational view on statistical multiscale estimation. Annual Review of Statistics and Its Application, 9, 343-372. - Pelizzola, M., Behr, M., Li, H., Munk, A., Futschik, A. (2021).
Multiple Haplotype Reconstruction from Allele Frequency Data. bioRxiv:2020.07.09.191924 Nature Computational Science, 2021 (1), 262-271. - del Álamo, M., Li, H., Munk, A. (2021).
Frame-constrained Total Variation Regularization for White Noise Regression. arXiv:1807.02038 The Annals of Statistics, 49 (3), 1318-1346. - Munk, A., Proksch, K., Li, H., Werner, F. (2020).
Photonic Imaging with Statistical Guarantees: From Multiscale Testing to Multiscale Estimation. Nanoscale Photonic Imaging, 283-312. - Kovacs, S., Li, H., Haubner, L., Munk, A., Bühlmann, P. (2020).
Optimistic search strategy: Change point detection for large-scale data via adaptive logarithmic queries arXiv:2010.10194. Submitted. - del Alamo, M., Li H., Munk A., Werner F. (2020).
Variational multiscale nonparametric regression: Algorithms and implementation arXiv:2010.10660 Algorithms, 13 (11), 296. - Kovacs, S., Li, H., Peter Buehlmann, P., Munk, A. (2020).
Seeded Binary Segmentation: A general methodology for fast and optimal change point detection arxiv:2002.06633. Submitted. - Li, Housen, Werner, Frank (2020).
Empirical Risk Minimization as Parameter Choice Rule for General Linear Regularization Methods. arXiv:1703.07809 Annales de lInstitut Henri Poincaré, 56(1), 405-427. - Li, H., Munk, A., Sieling, H., Walther, G. (2020).
The essential histogram arxiv:1612.07216 Biometrika, 107 (2), 347-364. - Li, H., Guo, Q., Munk, A. (2019).
Multiscale change-point segmentation: Beyond step functions.
arXiv:1708.03942 Electronic Journal of Statistics, 13, 3254-3296. - Grasmair, M., Li, H., Munk, A. (2018).
Variational multiscale nonparametric regression: smooth functions arXiv:1512.01068 Annales de lInstitute Henri Poincare (B), Probabilités et Statistiques , 54, 1058-1097. - Li, H., Munk, A., Sieling, H. (2016).
FDR-control in multiscale change-point segmentation. Electron. J. Statist., 10, 918-959. - Peter, P., Weickert,J., Munk, A., Krivobokova, T., Li, H. (2015).
Justifying tensor-driven diffusion from structure-adaptive statistics of natural images. Energy Minimization Methods in Computer Vision and Pattern Recognition, 8932, 263--277. - Li, H., Haltmeier, M., Zhang, S., Frahm, J., Munk, A. (2013).
Aggregated Motion Estimation for Image Reconstruction in Real-Time MRI (Supplements). Magnetic Resonance in Medicine, DOI: 10.1002/mrm.25020.
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