Housen Li

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 11

Top Topics

Statistics Of Natural Images

Nonparametric Regression

Inverse Problems

Top Venues

SIAM J. Imaging Sci.

Publications

Leo Suchan, Housen Li, Axel Munk
A scalable clustering algorithm to approximate graph cuts. CoRR (2023)
Alexandre Mösching, Housen Li, Axel Munk
Quick Adaptive Ternary Segmentation: An Efficient Decoding Procedure For Hidden Markov Models. CoRR (2023)
Housen Li, Frank Werner
Adaptive minimax optimality in statistical inverse problems via SOLIT - Sharp Optimal Lepskii-Inspired Tuning. CoRR (2023)
Marta Pelizzola, Merle Behr, Housen Li, Axel Munk, Andreas Futschik
Multiple haplotype reconstruction from allele frequency data. Nat. Comput. Sci. 1 (4) (2021)
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 (2020)
Miguel del Alamo, Housen Li, Axel Munk, Frank Werner
Variational Multiscale Nonparametric Regression: Algorithms and Implementation. Algorithms 13 (11) (2020)
Housen Li, Markus Haltmeier
The Averaged Kaczmarz Iteration for Solving Inverse Problems. SIAM J. Imaging Sci. 11 (1) (2018)
Housen Li, Johannes Schwab, Stephan Antholzer, Markus Haltmeier
NETT: Solving Inverse Problems with Deep Neural Networks. CoRR (2018)
Chengcheng Huang, Wei Peng, Housen Li, Lizhi Cheng, Hao Jiang
Computing Diagonals of Toeplitz Pentadiagonal Matrix Inverses via Matrix Möbius Transformations. ICNCC (2017)
Peibing Du, Hao Jiang, Housen Li, Lizhi Cheng, Canqun Yang
Accurate Evaluation of Bivariate Polynomials. PDCAT (2016)
Hao Jiang, Peibing Du, Tao Sun, Housen Li, Lizhi Cheng, Canqun Yang
Bilateral Sampling Randomized Singular Value Decomposition. PDCAT (2016)
Pascal Peter, Joachim Weickert, Axel Munk, Tatyana Krivobokova, Housen Li
Justifying Tensor-Driven Diffusion from Structure-Adaptive Statistics of Natural Images. EMMCVPR (2014)
Hao Jiang, Housen Li, Lizhi Cheng, Roberto Barrio, Canbin Hu, Xiangke Liao
Accurate, Validated and Fast Evaluation of Bézier Tensor Product Surfaces. Reliab. Comput. 18 (2013)
Housen Li, Hao Jiang, Roberto Barrio, Xiangke Liao, Lizhi Cheng, Fang Su
Incremental manifold learning by spectral embedding methods. Pattern Recognit. Lett. 32 (10) (2011)
Hao Jiang, Roberto Barrio, Housen Li, Xiangke Liao, Lizhi Cheng, Fang Su
Accurate evaluation of a polynomial in Chebyshev form. Appl. Math. Comput. 217 (23) (2011)
Shengguo Li, Housen Li, Lizhi Cheng
Some second-derivative-free variants of Halley's method for multiple roots. Appl. Math. Comput. 215 (6) (2009)