Housen Li

According to our database, Housen Li authored at least 19 papers between 2009 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Adaptive Monotonicity Testing in Sublinear Time.

Housen Li, Zhi Liu, Axel Munk

IEEE Trans. Inf. Theory, February, 2026

2025

Central limit theorems for the eigenvalues of graph Laplacians on data clouds.

Chenghui Li, Nicolás García Trillos, Housen Li, Leo Suchan

CoRR, July, 2025

2024

Optimistic Search: Change Point Estimation for Large-scale Data via Adaptive Logarithmic Queries.

Solt Kovács, Housen Li, Lorenz Haubner, Axel Munk, Peter Bühlmann

J. Mach. Learn. Res., 2024

2023

A scalable clustering algorithm to approximate graph cuts.

Leo Suchan, Housen Li, Axel Munk

CoRR, 2023

Quick Adaptive Ternary Segmentation: An Efficient Decoding Procedure For Hidden Markov Models.

Alexandre Mösching, Housen Li, Axel Munk

CoRR, 2023

Adaptive minimax optimality in statistical inverse problems via SOLIT - Sharp Optimal Lepskii-Inspired Tuning.

Housen Li, Frank Werner

CoRR, 2023

2021

Multiple haplotype reconstruction from allele frequency data.

Marta Pelizzola, Merle Behr, Housen Li, Axel Munk, Andreas Futschik

Nat. Comput. Sci., 2021

2020

Optimistic search strategy: Change point detection for large-scale data via adaptive logarithmic queries.

Solt Kovács, Housen Li, Lorenz Haubner, Axel Munk, Peter Bühlmann

CoRR, 2020

Variational Multiscale Nonparametric Regression: Algorithms and Implementation.

Miguel del Alamo, Housen Li, Axel Munk, Frank Werner

Algorithms, 2020

2018

The Averaged Kaczmarz Iteration for Solving Inverse Problems.

Housen Li, Markus Haltmeier

SIAM J. Imaging Sci., 2018

NETT: Solving Inverse Problems with Deep Neural Networks.

Housen Li, Johannes Schwab, Stephan Antholzer, Markus Haltmeier

CoRR, 2018

2017

Computing Diagonals of Toeplitz Pentadiagonal Matrix Inverses via Matrix Möbius Transformations.

Chengcheng Huang, Wei Peng, Housen Li, Lizhi Cheng, Hao Jiang

Proceedings of the VI International Conference on Network, Communication and Computing, 2017

2016

Bilateral Sampling Randomized Singular Value Decomposition.

Hao Jiang, Peibing Du, Tao Sun, Housen Li, Lizhi Cheng, Canqun Yang

Proceedings of the 17th International Conference on Parallel and Distributed Computing, 2016

Accurate Evaluation of Bivariate Polynomials.

Peibing Du, Hao Jiang, Housen Li, Lizhi Cheng, Canqun Yang

Proceedings of the 17th International Conference on Parallel and Distributed Computing, 2016

2014

Justifying Tensor-Driven Diffusion from Structure-Adaptive Statistics of Natural Images.

Pascal Peter, Joachim Weickert, Axel Munk, Tatyana Krivobokova, Housen Li

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2014

2013

Accurate, Validated and Fast Evaluation of Bézier Tensor Product Surfaces.

Hao Jiang, Housen Li, Lizhi Cheng, Roberto Barrio, Canbin Hu, Xiangke Liao

Reliab. Comput., 2013

2011

Incremental manifold learning by spectral embedding methods.

Housen Li, Hao Jiang, Roberto Barrio, Xiangke Liao, Lizhi Cheng, Fang Su

Pattern Recognit. Lett., 2011

Accurate evaluation of a polynomial in Chebyshev form.

Hao Jiang, Roberto Barrio, Housen Li, Xiangke Liao, Lizhi Cheng, Fang Su

Appl. Math. Comput., 2011

2009

Some second-derivative-free variants of Halley's method for multiple roots.

Shengguo Li, Housen Li, Lizhi Cheng

Appl. Math. Comput., 2009