RG Li

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  • 2024 | Preprint
    ​ ​Liu, Zhi, and Housen Li​. "Multiscale Quantile Regression with Local Error Control​." ​Preprint, submitted ​​2024. ​https://mbexc.uni-goettingen.de/literature/publications/928. https://doi.org/10.48550/ARXIV.2403.11356.
    ​Details  DOI  arXiv 
  • 2023 | Preprint
    ​ ​Li, Housen, and Frank Werner​. "Adaptive minimax optimality in statistical inverse problems via SOLIT - Sharp Optimal Lepskii-Inspired Tuning​." ​Preprint, submitted ​​2023. ​https://mbexc.uni-goettingen.de/literature/publications/690. https://doi.org/10.48550/arxiv.2304.10356.
    ​Details  DOI  arXiv 
  • 2023 | Preprint
    ​ ​Suchan, Leo, Housen Li, and Axel Munk​. "A scalable clustering algorithm to approximate graph cuts​." ​Preprint, submitted ​​2023. ​https://mbexc.uni-goettingen.de/literature/publications/748. https://doi.org/10.48550/ARXIV.2308.09613.
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Kovács, S, P Bühlmann, H Li, and A Munk. "Seeded binary segmentation: a general methodology for fast and optimal changepoint detection​." ​Biometrika (2022): ​asac052​. ​https://doi.org/10.1093/biomet/asac052.
    ​Details  DOI 
  • 2022 | Journal Article
    ​ ​Haltmeier, Markus, Housen Li, and Axel Munk. "A Variational View on Statistical Multiscale Estimation​." ​Annual Review of Statistics and Its Application ​9, no. 1 (2022): ​343​-372​. ​https://doi.org/10.1146/annurev-statistics-040120-030531.
    ​Details  DOI 
  • 2021 | Journal Article
    ​ ​del Álamo, Miguel, Housen Li, and Axel Munk. "Frame-constrained total variation regularization for white noise regression​." ​The Annals of Statistics ​49, no. 3 (2021): . ​https://doi.org/10.1214/20-AOS2001.
    ​Details  DOI  arXiv 
  • 2021 | Journal Article | Research Paper
    ​ ​Pelizzola, Marta, Merle Behr, Housen Li, Axel Munk, and Andreas Futschik. "Multiple haplotype reconstruction from allele frequency data​." ​Nature computational science ​1, no. 4 (2021): ​262​-271​. ​https://doi.org/10.1038/s43588-021-00056-5.
    ​Details  DOI 
  • 2020 | Preprint
    ​ ​del Alamo, Miguel, Housen Li, Axel Munk, and Frank Werner​. "Variational Multiscale Nonparametric Regression: Algorithms and Implementation​." ​Preprint, submitted ​​2020. ​https://mbexc.uni-goettingen.de/literature/publications/84. 
    ​Details  arXiv 
  • 2020 | Preprint
    ​ ​Kovács, Solt, Housen Li, Lorenz Haubner, Axel Munk, and Peter Bühlmann​. "Optimistic search strategy: Change point detection for large-scale data via adaptive logarithmic queries​." ​Preprint, submitted ​​2020. ​https://mbexc.uni-goettingen.de/literature/publications/75. 
    ​Details  arXiv 
  • 2020 | Preprint
    ​ ​Kovács, Solt, Housen Li, Peter Bühlmann, and Axel Munk​. "Seeded Binary Segmentation: A general methodology for fast and optimal change point detection​." ​Preprint, submitted ​​2020. ​https://mbexc.uni-goettingen.de/literature/publications/195. 
    ​Details  arXiv 
  • 2020 | Preprint
    ​ ​Pelizzola, Marta, Merle Behr, Housen Li, Axel Munk, and Andreas Futschik​. "Multiple Haplotype Reconstruction from Allele Frequency Data​." ​Preprint, submitted ​​2020. ​https://mbexc.uni-goettingen.de/literature/publications/156. https://doi.org/10.1101/2020.07.09.191924.
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper
    ​ ​Kovács, Solt, Housen Li, and Peter Bühlmann. "Seeded intervals and noise level estimation in change point detection: a discussion of Fryzlewicz (2020)​." ​Journal of the Korean Statistical Society ​49, no. 4 (2020): ​1081​-1089​. ​https://doi.org/10.1007/s42952-020-00077-2.
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper
    ​ ​Li, Housen, Axel Munk, Hannes Sieling, and Guenther Walther. "The essential histogram​." ​Biometrika ​107, no. 2 (2020): ​347​-364​. ​https://doi.org/10.1093/biomet/asz081.
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Li, Housen, Johannes Schwab, Stephan Antholzer, and Markus Haltmeier. "NETT: solving inverse problems with deep neural networks​." ​Inverse Problems ​36, no. 6 (2020): ​065005​. ​https://doi.org/10.1088/1361-6420/ab6d57.
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​del Alamo, Miguel, Housen Li, Axel Munk, and Frank Werner. "Variational Multiscale Nonparametric Regression: Algorithms and Implementation​." ​Algorithms ​13, no. 11 (2020): ​296​. ​https://doi.org/10.3390/a13110296.
    ​Details  DOI 
  • 2019 | Journal Article | Research Paper | 
    ​ ​Li, Housen, Qinghai Guo, and Axel Munk. "Multiscale Change-point Segmentation: Beyond Step Functions​." ​Electronic Journal of Statistics ​13, no. 2 (2019): ​3254​-3296​. ​https://doi.org/10.1214/19-EJS1608.
    ​Details  DOI  arXiv 
  • 2018 | Preprint
    ​ ​del Álamo, Miguel, Housen Li, and Axel Munk​. "Frame-constrained Total Variation Regularization for White Noise Regression​." ​Preprint, submitted ​​2018. ​https://mbexc.uni-goettingen.de/literature/publications/205. 
    ​Details  arXiv 
  • 2016 | Preprint
    ​ ​Li, Housen, Axel Munk, Hannes Sieling, and Guenther Walther​. "The Essential Histogram​." ​Preprint, submitted ​​2016. ​https://mbexc.uni-goettingen.de/literature/publications/446. 
    ​Details  arXiv 

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