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BibTeX records: Xiaoming Huo
@article{DBLP:journals/jmlr/XieH24, author = {Yiling Xie and Xiaoming Huo}, title = {Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning}, journal = {J. Mach. Learn. Res.}, volume = {25}, pages = {148:1--148:40}, year = {2024}, url = {https://jmlr.org/papers/v25/23-0379.html}, timestamp = {Mon, 16 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/XieH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/ZhouH24, author = {Tian{-}Yi Zhou and Xiaoming Huo}, title = {Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks}, journal = {J. Mach. Learn. Res.}, volume = {25}, pages = {190:1--190:54}, year = {2024}, url = {https://jmlr.org/papers/v25/23-0957.html}, timestamp = {Mon, 16 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/ZhouH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KoH24, author = {Hyunouk Ko and Xiaoming Huo}, title = {Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=OVn8FpeBpG}, timestamp = {Mon, 02 Sep 2024 16:45:29 +0200}, biburl = {https://dblp.org/rec/conf/icml/KoH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-04286, author = {Hyunouk Ko and Xiaoming Huo}, title = {Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes}, journal = {CoRR}, volume = {abs/2401.04286}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.04286}, doi = {10.48550/ARXIV.2401.04286}, eprinttype = {arXiv}, eprint = {2401.04286}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-04286.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-15262, author = {Yiling Xie and Xiaoming Huo}, title = {Asymptotic Behavior of Adversarial Training Estimator under {\unicode{120001}}\({}_{\mbox{{\(\infty\)}}}\)-Perturbation}, journal = {CoRR}, volume = {abs/2401.15262}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.15262}, doi = {10.48550/ARXIV.2401.15262}, eprinttype = {arXiv}, eprint = {2401.15262}, timestamp = {Thu, 08 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-15262.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-12187, author = {Tian{-}Yi Zhou and Namjoon Suh and Guang Cheng and Xiaoming Huo}, title = {Approximation of {RKHS} Functionals by Neural Networks}, journal = {CoRR}, volume = {abs/2403.12187}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.12187}, doi = {10.48550/ARXIV.2403.12187}, eprinttype = {arXiv}, eprint = {2403.12187}, timestamp = {Thu, 11 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-12187.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-14051, author = {Yijin Ni and Xiaoming Huo}, title = {A Concentration Inequality for Maximum Mean Discrepancy (MMD)-based Statistics and Its Application in Generative Models}, journal = {CoRR}, volume = {abs/2405.14051}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.14051}, doi = {10.48550/ARXIV.2405.14051}, eprinttype = {arXiv}, eprint = {2405.14051}, timestamp = {Wed, 19 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-14051.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csda/ZhaoH23, author = {Yujie Zhao and Xiaoming Huo}, title = {Accelerate the warm-up stage in the Lasso computation via a homotopic approach}, journal = {Comput. Stat. Data Anal.}, volume = {184}, pages = {107747}, year = {2023}, url = {https://doi.org/10.1016/j.csda.2023.107747}, doi = {10.1016/J.CSDA.2023.107747}, timestamp = {Fri, 02 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/csda/ZhaoH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmlr/XieLH23, author = {Yiling Xie and Yiling Luo and Xiaoming Huo}, title = {Solving a Special Type of Optimal Transport Problem by a Modified Hungarian Algorithm}, journal = {Trans. Mach. Learn. Res.}, volume = {2023}, year = {2023}, url = {https://openreview.net/forum?id=k5m8xXTOrC}, timestamp = {Thu, 18 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/XieLH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/LuoXH23, author = {Yiling Luo and Yiling Xie and Xiaoming Huo}, editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan{-}Willem van de Meent}, title = {Improved Rate of First Order Algorithms for Entropic Optimal Transport}, booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {206}, pages = {2723--2750}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v206/luo23a.html}, timestamp = {Mon, 19 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/LuoXH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SuhZH23, author = {Namjoon Suh and Tian{-}Yi Zhou and Xiaoming Huo}, title = {Approximation and non-parametric estimation of functions over high-dimensional spheres via deep ReLU networks}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/forum?id=r90KYcuB7JS}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SuhZH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GuhaNH23, author = {Etash Kumar Guha and Eug{\`{e}}ne Ndiaye and Xiaoming Huo}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Conformalization of Sparse Generalized Linear Models}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {11871--11887}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/guha23b.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/GuhaNH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-15579, author = {Yiling Xie and Xiaoming Huo}, title = {Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning}, journal = {CoRR}, volume = {abs/2303.15579}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.15579}, doi = {10.48550/ARXIV.2303.15579}, eprinttype = {arXiv}, eprint = {2303.15579}, timestamp = {Thu, 13 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-15579.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-18789, author = {Etash Kumar Guha and Prasanjit Dubey and Xiaoming Huo}, title = {Generalization Bounds for Magnitude-Based Pruning via Sparse Matrix Sketching}, journal = {CoRR}, volume = {abs/2305.18789}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.18789}, doi = {10.48550/ARXIV.2305.18789}, eprinttype = {arXiv}, eprint = {2305.18789}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-18789.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-05109, author = {Etash Kumar Guha and Eug{\`{e}}ne Ndiaye and Xiaoming Huo}, title = {Conformalization of Sparse Generalized Linear Models}, journal = {CoRR}, volume = {abs/2307.05109}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.05109}, doi = {10.48550/ARXIV.2307.05109}, eprinttype = {arXiv}, eprint = {2307.05109}, timestamp = {Mon, 24 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-05109.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-08030, author = {Tian{-}Yi Zhou and Xiaoming Huo}, title = {Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks}, journal = {CoRR}, volume = {abs/2308.08030}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.08030}, doi = {10.48550/ARXIV.2308.08030}, eprinttype = {arXiv}, eprint = {2308.08030}, timestamp = {Thu, 24 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-08030.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-15075, author = {Hyunouk Ko and Namjoon Suh and Xiaoming Huo}, title = {On Excess Risk Convergence Rates of Neural Network Classifiers}, journal = {CoRR}, volume = {abs/2309.15075}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.15075}, doi = {10.48550/ARXIV.2309.15075}, eprinttype = {arXiv}, eprint = {2309.15075}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-15075.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/juq/HeSHKM22, author = {Yuchen He and Namjoon Suh and Xiaoming Huo and Sung Ha Kang and Yajun Mei}, title = {Asymptotic Theory of {\textbackslash}({\textbackslash}boldsymbol {\textbackslash}ell {\_}1{\textbackslash}) -Regularized {PDE} Identification from a Single Noisy Trajectory}, journal = {{SIAM/ASA} J. Uncertain. Quantification}, volume = {10}, number = {1}, pages = {1012--1036}, year = {2022}, url = {https://doi.org/10.1137/21m1398884}, doi = {10.1137/21M1398884}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/juq/HeSHKM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/technometrics/DuCHHS22, author = {Juan Du and Shanshan Cao and Jeffrey H. Hunt and Xiaoming Huo and Jianjun Shi}, title = {A New Sparse-Learning Model for Maximum Gap Reduction of Composite Fuselage Assembly}, journal = {Technometrics}, volume = {64}, number = {3}, pages = {409--418}, year = {2022}, url = {https://doi.org/10.1080/00401706.2022.2050817}, doi = {10.1080/00401706.2022.2050817}, timestamp = {Sun, 17 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/technometrics/DuCHHS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SuhKH22, author = {Namjoon Suh and Hyunouk Ko and Xiaoming Huo}, title = {A Non-Parametric Regression Viewpoint : Generalization of Overparametrized Deep {RELU} Network Under Noisy Observations}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=bZJbzaj\_IlP}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/SuhKH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isit/LuoHM22, author = {Yiling Luo and Xiaoming Huo and Yajun Mei}, title = {The Directional Bias Helps Stochastic Gradient Descent to Generalize in Kernel Regression Models}, booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2022, Espoo, Finland, June 26 - July 1, 2022}, pages = {678--683}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ISIT50566.2022.9834388}, doi = {10.1109/ISIT50566.2022.9834388}, timestamp = {Mon, 08 Aug 2022 16:44:13 +0200}, biburl = {https://dblp.org/rec/conf/isit/LuoHM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isit/LuoHM22a, author = {Yiling Luo and Xiaoming Huo and Yajun Mei}, title = {Implicit Regularization Properties of Variance Reduced Stochastic Mirror Descent}, booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2022, Espoo, Finland, June 26 - July 1, 2022}, pages = {696--701}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ISIT50566.2022.9834827}, doi = {10.1109/ISIT50566.2022.9834827}, timestamp = {Mon, 08 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isit/LuoHM22a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-00813, author = {Yiling Xie and Yiling Luo and Xiaoming Huo}, title = {An Accelerated Stochastic Algorithm for Solving the Optimal Transport Problem}, journal = {CoRR}, volume = {abs/2203.00813}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.00813}, doi = {10.48550/ARXIV.2203.00813}, eprinttype = {arXiv}, eprint = {2203.00813}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-00813.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-00058, author = {Yiling Luo and Xiaoming Huo and Yajun Mei}, title = {Implicit Regularization Properties of Variance Reduced Stochastic Mirror Descent}, journal = {CoRR}, volume = {abs/2205.00058}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.00058}, doi = {10.48550/ARXIV.2205.00058}, eprinttype = {arXiv}, eprint = {2205.00058}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-00058.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-00061, author = {Yiling Luo and Xiaoming Huo and Yajun Mei}, title = {The Directional Bias Helps Stochastic Gradient Descent to Generalize in Kernel Regression Models}, journal = {CoRR}, volume = {abs/2205.00061}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.00061}, doi = {10.48550/ARXIV.2205.00061}, eprinttype = {arXiv}, eprint = {2205.00061}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-00061.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-14184, author = {Tian{-}Yi Zhou and Xiaoming Huo}, title = {Learning Ability of Interpolating Convolutional Neural Networks}, journal = {CoRR}, volume = {abs/2210.14184}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.14184}, doi = {10.48550/ARXIV.2210.14184}, eprinttype = {arXiv}, eprint = {2210.14184}, timestamp = {Fri, 28 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-14184.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-01259, author = {Yiling Luo and Xiaoming Huo and Yajun Mei}, title = {Covariance Estimators for the {ROOT-SGD} Algorithm in Online Learning}, journal = {CoRR}, volume = {abs/2212.01259}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.01259}, doi = {10.48550/ARXIV.2212.01259}, eprinttype = {arXiv}, eprint = {2212.01259}, timestamp = {Thu, 08 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-01259.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fams/GlickensteinHHM21, author = {David Glickenstein and Keaton Hamm and Xiaoming Huo and Yajun Mei and Martin Stoll}, title = {Editorial: Mathematical Fundamentals of Machine Learning}, journal = {Frontiers Appl. Math. Stat.}, volume = {7}, pages = {674785}, year = {2021}, url = {https://doi.org/10.3389/fams.2021.674785}, doi = {10.3389/FAMS.2021.674785}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fams/GlickensteinHHM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fams/HuangH21, author = {Cheng Huang and Xiaoming Huo}, title = {A Statistically and Numerically Efficient Independence Test Based on Random Projections and Distance Covariance}, journal = {Frontiers Appl. Math. Stat.}, volume = {7}, pages = {779841}, year = {2021}, url = {https://doi.org/10.3389/fams.2021.779841}, doi = {10.3389/FAMS.2021.779841}, timestamp = {Mon, 14 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fams/HuangH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sadm/SuhHHS21, author = {Namjoon Suh and Xiaoming Huo and Eric Heim and Lee M. Seversky}, title = {A network model that combines latent factors and sparse graphs}, journal = {Stat. Anal. Data Min.}, volume = {14}, number = {2}, pages = {97--115}, year = {2021}, url = {https://doi.org/10.1002/sam.11492}, doi = {10.1002/SAM.11492}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sadm/SuhHHS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/NiCH21, author = {Kai Ni and Shanshan Cao and Xiaoming Huo}, title = {Asymptotic Convergence Rates of the Length of the Longest Run(s) in an Inflating Bernoulli Net}, journal = {{IEEE} Trans. Inf. Theory}, volume = {67}, number = {9}, pages = {5922--5941}, year = {2021}, url = {https://doi.org/10.1109/TIT.2021.3097886}, doi = {10.1109/TIT.2021.3097886}, timestamp = {Thu, 16 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tit/NiCH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-07045, author = {Yuchen He and Namjoon Suh and Xiaoming Huo and Sung Ha Kang and Yajun Mei}, title = {Asymptotic Theory of {\unicode{120001}}\({}_{\mbox{1}}\)-Regularized {PDE} Identification from a Single Noisy Trajectory}, journal = {CoRR}, volume = {abs/2103.07045}, year = {2021}, url = {https://arxiv.org/abs/2103.07045}, eprinttype = {arXiv}, eprint = {2103.07045}, timestamp = {Wed, 28 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-07045.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-13934, author = {Yujie Zhao and Xiaoming Huo}, title = {A Homotopic Method to Solve the Lasso Problems with an Improved Upper Bound of Convergence Rate}, journal = {CoRR}, volume = {abs/2010.13934}, year = {2020}, url = {https://arxiv.org/abs/2010.13934}, eprinttype = {arXiv}, eprint = {2010.13934}, timestamp = {Tue, 03 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-13934.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mp/HuangH19, author = {Cheng Huang and Xiaoming Huo}, title = {A distributed one-step estimator}, journal = {Math. Program.}, volume = {174}, number = {1-2}, pages = {41--76}, year = {2019}, url = {https://doi.org/10.1007/s10107-019-01369-0}, doi = {10.1007/S10107-019-01369-0}, timestamp = {Fri, 12 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mp/HuangH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-00524, author = {Namjoon Suh and Xiaoming Huo and Eric Heim and Lee M. Seversky}, title = {Factor Analysis on Citation, Using a Combined Latent and Logistic Regression Model}, journal = {CoRR}, volume = {abs/1912.00524}, year = {2019}, url = {http://arxiv.org/abs/1912.00524}, eprinttype = {arXiv}, eprint = {1912.00524}, timestamp = {Tue, 07 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-00524.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhangLZH18, author = {Yuanyuan Zhang and Renfu Li and Wei Zhao and Xiaoming Huo}, title = {Stochastic leader-following consensus of multi-agent systems with measurement noises and communication time-delays}, journal = {Neurocomputing}, volume = {282}, pages = {136--145}, year = {2018}, url = {https://doi.org/10.1016/j.neucom.2017.12.024}, doi = {10.1016/J.NEUCOM.2017.12.024}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ZhangLZH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jfi/ZhangLH18, author = {Yuanyuan Zhang and Renfu Li and Xiaoming Huo}, title = {Stochastic consensus of discrete-time second-order multi-agent systems with measurement noises and time delays}, journal = {J. Frankl. Inst.}, volume = {355}, number = {5}, pages = {2791--2807}, year = {2018}, url = {https://doi.org/10.1016/j.jfranklin.2018.01.015}, doi = {10.1016/J.JFRANKLIN.2018.01.015}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jfi/ZhangLH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdmbc/FangHHLD17, author = {Zhijun Fang and Jenq{-}Neng Hwang and Xiaoming Huo and Hyo Jong Lee and Joachim Denzler}, title = {Emergent Techniques and Applications for Big Visual Data}, journal = {Int. J. Digit. Multim. Broadcast.}, volume = {2017}, pages = {6468502:1--6468502:2}, year = {2017}, url = {https://doi.org/10.1155/2017/6468502}, doi = {10.1155/2017/6468502}, timestamp = {Tue, 12 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdmbc/FangHHLD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/technometrics/HuoS17, author = {Xiaoming Huo and G{\'{a}}bor J. Sz{\'{e}}kely}, title = {Clarifications for "Fast Computing for Distance Covariance" by Xiaoming Huo and G{\'{a}}bor J. Sz{\'{e}}kely}, journal = {Technometrics}, volume = {59}, number = {1}, pages = {134--135}, year = {2017}, url = {https://doi.org/10.1080/00401706.2016.1258011}, doi = {10.1080/00401706.2016.1258011}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/technometrics/HuoS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/technometrics/HuoS16, author = {Xiaoming Huo and G{\'{a}}bor J. Sz{\'{e}}kely}, title = {Fast Computing for Distance Covariance}, journal = {Technometrics}, volume = {58}, number = {4}, year = {2016}, url = {https://doi.org/10.1080/00401706.2015.1054435}, doi = {10.1080/00401706.2015.1054435}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/technometrics/HuoS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/WangLLNHC15, author = {Fang Wang and Renfu Li and Zhikun Lei and Xuelei Sherry Ni and Xiaoming Huo and Ming Chen}, title = {Kernel fusion-refinement for semi-supervised nonlinear dimension reduction}, journal = {Pattern Recognit. Lett.}, volume = {63}, pages = {16--22}, year = {2015}, url = {https://doi.org/10.1016/j.patrec.2015.06.005}, doi = {10.1016/J.PATREC.2015.06.005}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/WangLLNHC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigpro/LeiLNH15, author = {Zhikun Lei and Renfu Li and Xuelei Sherry Ni and Xiaoming Huo}, title = {High-dimensional semi-supervised learning via a fusion-refinement procedure}, journal = {Signal Process.}, volume = {114}, pages = {171--182}, year = {2015}, url = {https://doi.org/10.1016/j.sigpro.2015.03.003}, doi = {10.1016/J.SIGPRO.2015.03.003}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigpro/LeiLNH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spl/FengSHY015, author = {Jianzhou Feng and Li Song and Xiaoming Huo and Xiaokang Yang and Wenjun Zhang}, title = {An Optimized Pixel-Wise Weighting Approach for Patch-Based Image Denoising}, journal = {{IEEE} Signal Process. Lett.}, volume = {22}, number = {1}, pages = {115--119}, year = {2015}, url = {https://doi.org/10.1109/LSP.2014.2350032}, doi = {10.1109/LSP.2014.2350032}, timestamp = {Fri, 03 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spl/FengSHY015.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HuangH15, author = {Cheng Huang and Xiaoming Huo}, title = {A Distributed One-Step Estimator}, journal = {CoRR}, volume = {abs/1511.01443}, year = {2015}, url = {http://arxiv.org/abs/1511.01443}, eprinttype = {arXiv}, eprint = {1511.01443}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HuangH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/anor/KimHS14, author = {Heeyoung Kim and Xiaoming Huo and Jianjun Shi}, title = {A single interval based classifier}, journal = {Ann. Oper. Res.}, volume = {216}, number = {1}, pages = {307--325}, year = {2014}, url = {https://doi.org/10.1007/s10479-011-0886-3}, doi = {10.1007/S10479-011-0886-3}, timestamp = {Sun, 17 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/anor/KimHS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jfi/ZhangLLHH14, author = {Yuanyuan Zhang and Renfu Li and Dinggen Li and Yang Hu and Xiaoming Huo}, title = {Stabilization of the stochastic jump diffusion systems by state-feedback control}, journal = {J. Frankl. Inst.}, volume = {351}, number = {3}, pages = {1596--1614}, year = {2014}, url = {https://doi.org/10.1016/j.jfranklin.2013.12.009}, doi = {10.1016/J.JFRANKLIN.2013.12.009}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jfi/ZhangLLHH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tase/KimHST14, author = {Heeyoung Kim and Xiaoming Huo and Meghan Shilling and Hy D. Tran}, title = {A Lipschitz Regularity-Based Statistical Model With Applications in Coordinate Metrology}, journal = {{IEEE} Trans Autom. Sci. Eng.}, volume = {11}, number = {2}, pages = {327--337}, year = {2014}, url = {https://doi.org/10.1109/TASE.2013.2255273}, doi = {10.1109/TASE.2013.2255273}, timestamp = {Thu, 02 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tase/KimHST14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcsv/FengHSY014, author = {Jianzhou Feng and Xiaoming Huo and Li Song and Xiaokang Yang and Wenjun Zhang}, title = {Evaluation of Different Algorithms of Nonnegative Matrix Factorization in Temporal Psychovisual Modulation}, journal = {{IEEE} Trans. Circuits Syst. Video Technol.}, volume = {24}, number = {4}, pages = {553--565}, year = {2014}, url = {https://doi.org/10.1109/TCSVT.2013.2280089}, doi = {10.1109/TCSVT.2013.2280089}, timestamp = {Fri, 03 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcsv/FengHSY014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/appml/KimH13, author = {Heeyoung Kim and Xiaoming Huo}, title = {Optimal sampling and curve interpolation via wavelets}, journal = {Appl. Math. Lett.}, volume = {26}, number = {7}, pages = {774--779}, year = {2013}, url = {https://doi.org/10.1016/j.aml.2013.03.002}, doi = {10.1016/J.AML.2013.03.002}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/appml/KimH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigpro/WangH13, author = {Cheng{-}Liang Wang and Xiaoming Huo}, title = {Object tracking under low signal-to-noise-ratio with the instantaneous-possible-moving-position model}, journal = {Signal Process.}, volume = {93}, number = {5}, pages = {1044--1055}, year = {2013}, url = {https://doi.org/10.1016/j.sigpro.2012.11.018}, doi = {10.1016/J.SIGPRO.2012.11.018}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigpro/WangH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tase/BastaniKHHZ13, author = {Kaveh Bastani and Zhenyu James Kong and Wenzhen Huang and Xiaoming Huo and Yingqing Zhou}, title = {Fault Diagnosis Using an Enhanced Relevance Vector Machine {(RVM)} for Partially Diagnosable Multistation Assembly Processes}, journal = {{IEEE} Trans Autom. Sci. Eng.}, volume = {10}, number = {1}, pages = {124--136}, year = {2013}, url = {https://doi.org/10.1109/TASE.2012.2214383}, doi = {10.1109/TASE.2012.2214383}, timestamp = {Thu, 02 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tase/BastaniKHHZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/FengSHYZ13, author = {Jianzhou Feng and Li Song and Xiaoming Huo and Xiaokang Yang and Wenjun Zhang}, title = {Image restoration via efficient Gaussian mixture model learning}, booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013, Melbourne, Australia, September 15-18, 2013}, pages = {1056--1060}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICIP.2013.6738218}, doi = {10.1109/ICIP.2013.6738218}, timestamp = {Fri, 03 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icip/FengSHYZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icnsc/WangHS13, author = {Chengliang Wang and Xiaoming Huo and Wen{-}Zhan Song}, title = {Integer programming based approach for multiple-targets trajectory identification in WSNs}, booktitle = {Proceedings of 10th {IEEE} International Conference on Networking, Sensing and Control, {ICNSC} 2013, Evry, France, April 10-12, 2013}, pages = {106--111}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ICNSC.2013.6548720}, doi = {10.1109/ICNSC.2013.6548720}, timestamp = {Wed, 19 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icnsc/WangHS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/XuLHY13, author = {Hongteng Xu and Dixin Luo and Xiaoming Huo and Xiaokang Yang}, editor = {Longbing Cao and Hiroshi Motoda and Jaideep Srivastava and Ee{-}Peng Lim and Irwin King and Philip S. Yu and Wolfgang Nejdl and Guandong Xu and Gang Li and Ya Zhang}, title = {World Expo Problem and Its Mixed Integer Programming Based Solution}, booktitle = {Behavior and Social Computing, International Workshop on Behavior and Social Informatics, {BSI} 2013, Gold Coast, QLD, Australia, April 14-17, 2013 and International Workshop on Behavior and Social Informatics and Computing, {BSIC} 2013, Beijing, China, August 3-9, 2013, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {8178}, pages = {56--67}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-319-04048-6\_6}, doi = {10.1007/978-3-319-04048-6\_6}, timestamp = {Thu, 02 May 2024 20:50:56 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/XuLHY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tac/LuHT12, author = {Yibiao Lu and Xiaoming Huo and Panagiotis Tsiotras}, title = {A Beamlet-Based Graph Structure for Path Planning Using Multiscale Information}, journal = {{IEEE} Trans. Autom. Control.}, volume = {57}, number = {5}, pages = {1166--1178}, year = {2012}, url = {https://doi.org/10.1109/TAC.2012.2191836}, doi = {10.1109/TAC.2012.2191836}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tac/LuHT12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/DeSXWCH12, author = {Debraj De and Wen{-}Zhan Song and Mingsen Xu and Cheng{-}Liang Wang and Diane J. Cook and Xiaoming Huo}, title = {FindingHuMo: Real-Time Tracking of Motion Trajectories from Anonymous Binary Sensing in Smart Environments}, booktitle = {2012 {IEEE} 32nd International Conference on Distributed Computing Systems, Macau, China, June 18-21, 2012}, pages = {163--172}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/ICDCS.2012.76}, doi = {10.1109/ICDCS.2012.76}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdcs/DeSXWCH12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vcip/FengSHYZ12, author = {Jianzhou Feng and Li Song and Xiaoming Huo and Xiaokang Yang and Wenjun Zhang}, title = {New bounds on image denoising: Viewpoint of sparse representation and non-local averaging}, booktitle = {2012 Visual Communications and Image Processing, {VCIP} 2012, San Diego, CA, USA, November 27-30, 2012}, pages = {1--5}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/VCIP.2012.6410785}, doi = {10.1109/VCIP.2012.6410785}, timestamp = {Fri, 03 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/vcip/FengSHYZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/LuHAT11, author = {Yibiao Lu and Xiaoming Huo and Oktay Arslan and Panagiotis Tsiotras}, title = {Incremental Multi-Scale Search Algorithm for Dynamic Path Planning With Low Worst-Case Complexity}, journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}}, volume = {41}, number = {6}, pages = {1556--1570}, year = {2011}, url = {https://doi.org/10.1109/TSMCB.2011.2157493}, doi = {10.1109/TSMCB.2011.2157493}, timestamp = {Mon, 18 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/LuHAT11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/FengSHYZ11, author = {Jianzhou Feng and Li Song and Xiaoming Huo and Xiaokang Yang and Wenjun Zhang}, title = {Learning sparse dictionaries with a popularity-based model}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic}, pages = {1441--1444}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/ICASSP.2011.5946685}, doi = {10.1109/ICASSP.2011.5946685}, timestamp = {Fri, 03 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/FengSHYZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/LuHAT11, author = {Yibiao Lu and Xiaoming Huo and Oktay Arslan and Panagiotis Tsiotras}, title = {Multi-scale LPA* with low worst-case complexity guarantees}, booktitle = {2011 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2011, San Francisco, CA, USA, September 25-30, 2011}, pages = {3507--3512}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/IROS.2011.6094705}, doi = {10.1109/IROS.2011.6094705}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/iros/LuHAT11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/ArslanTH11, author = {Oktay Arslan and Panagiotis Tsiotras and Xiaoming Huo}, title = {Solving shortest path problems with curvature constraints using beamlets}, booktitle = {2011 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2011, San Francisco, CA, USA, September 25-30, 2011}, pages = {3533--3538}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/IROS.2011.6094862}, doi = {10.1109/IROS.2011.6094862}, timestamp = {Mon, 22 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iros/ArslanTH11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/LuHT10, author = {Yibiao Lu and Xiaoming Huo and Panagiotis Tsiotras}, title = {Beamlet-like data processing for accelerated path-planning using multiscale information of the environment}, booktitle = {Proceedings of the 49th {IEEE} Conference on Decision and Control, {CDC} 2010, December 15-17, 2010, Atlanta, Georgia, {USA}}, pages = {3808--3813}, publisher = {{IEEE}}, year = {2010}, url = {https://doi.org/10.1109/CDC.2010.5717586}, doi = {10.1109/CDC.2010.5717586}, timestamp = {Fri, 04 Mar 2022 13:28:01 +0100}, biburl = {https://dblp.org/rec/conf/cdc/LuHT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vcip/FengSHY010, author = {Jianzhou Feng and Li Song and Xiaoming Huo and Xiaokang Yang and Wenjun Zhang}, editor = {Pascal Frossard and Houqiang Li and Feng Wu and Bernd Girod and Shipeng Li and Guo Wei}, title = {Image denoising using local tangent space alignment}, booktitle = {Visual Communications and Image Processing 2010, {VCIP} 2010, Huangshan, China, 11-14 July 2010}, series = {{SPIE} Proceedings}, volume = {7744}, pages = {774423}, publisher = {{SPIE}}, year = {2010}, url = {https://doi.org/10.1117/12.863472}, doi = {10.1117/12.863472}, timestamp = {Fri, 03 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/vcip/FengSHY010.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/itm/KimHT09, author = {Seoung Bum Kim and Xiaoming Huo and Kwok{-}Leung Tsui}, title = {A finite-sample simulation study of cross validation in tree-based models}, journal = {Inf. Technol. Manag.}, volume = {10}, number = {4}, pages = {223--233}, year = {2009}, url = {https://doi.org/10.1007/s10799-009-0052-7}, doi = {10.1007/S10799-009-0052-7}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/itm/KimHT09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/SmithHZ08, author = {Andrew Smith and Xiaoming Huo and Hongyuan Zha}, editor = {Daphne Koller and Dale Schuurmans and Yoshua Bengio and L{\'{e}}on Bottou}, title = {Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm}, booktitle = {Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008}, pages = {1529--1536}, publisher = {Curran Associates, Inc.}, year = {2008}, url = {https://proceedings.neurips.cc/paper/2008/hash/735143e9ff8c47def504f1ba0442df98-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/SmithHZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/informs/HuoKTW06, author = {Xiaoming Huo and Seoung Bum Kim and Kwok{-}Leung Tsui and Shuchun Wang}, title = {{FBP:} {A} Frontier-Based Tree-Pruning Algorithm}, journal = {{INFORMS} J. Comput.}, volume = {18}, number = {4}, pages = {494--505}, year = {2006}, url = {https://doi.org/10.1287/ijoc.1050.0133}, doi = {10.1287/IJOC.1050.0133}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/informs/HuoKTW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/technometrics/JeongLHVC06, author = {Myong K. Jeong and Jye{-}Chyi Lu and Xiaoming Huo and Brani Vidakovic and Di Chen}, title = {Wavelet-Based Data Reduction Techniques for Process Fault Detection}, journal = {Technometrics}, volume = {48}, number = {1}, pages = {26--40}, year = {2006}, url = {https://doi.org/10.1198/004017005000000553}, doi = {10.1198/004017005000000553}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/technometrics/JeongLHVC06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/ChenH06, author = {Jie Chen and Xiaoming Huo}, title = {Theoretical Results on Sparse Representations of Multiple-Measurement Vectors}, journal = {{IEEE} Trans. Signal Process.}, volume = {54}, number = {12}, pages = {4634--4643}, year = {2006}, url = {https://doi.org/10.1109/TSP.2006.881263}, doi = {10.1109/TSP.2006.881263}, timestamp = {Tue, 15 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/ChenH06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/appml/Huo05a, author = {Xiaoming Huo}, title = {Exact lower bound for proportion of maximally embedded beamlet}, journal = {Appl. Math. Lett.}, volume = {18}, number = {5}, pages = {529--534}, year = {2005}, url = {https://doi.org/10.1016/j.aml.2004.08.007}, doi = {10.1016/J.AML.2004.08.007}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/appml/Huo05a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/HuoC05, author = {Xiaoming Huo and Jihong Chen}, title = {{JBEAM:} multiscale curve coding via beamlets}, journal = {{IEEE} Trans. Image Process.}, volume = {14}, number = {11}, pages = {1665--1677}, year = {2005}, url = {https://doi.org/10.1109/TIP.2005.857273}, doi = {10.1109/TIP.2005.857273}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/HuoC05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/Arias-CastroDH05, author = {Ery Arias{-}Castro and David L. Donoho and Xiaoming Huo}, title = {Near-optimal detection of geometric objects by fast multiscale methods}, journal = {{IEEE} Trans. Inf. Theory}, volume = {51}, number = {7}, pages = {2402--2425}, year = {2005}, url = {https://doi.org/10.1109/TIT.2005.850056}, doi = {10.1109/TIT.2005.850056}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/Arias-CastroDH05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ChenH05, author = {Jie Chen and Xiaoming Huo}, title = {Sparse representations for multiple measurement vectors {(MMV)} in an over-complete dictionary}, booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23, 2005}, pages = {257--260}, publisher = {{IEEE}}, year = {2005}, url = {https://doi.org/10.1109/ICASSP.2005.1415994}, doi = {10.1109/ICASSP.2005.1415994}, timestamp = {Tue, 15 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ChenH05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/csda/HuoL04, author = {Xiaoming Huo and Jye{-}Chyi Lu}, title = {A network flow approach in finding maximum likelihood estimate of high concentration regions}, journal = {Comput. Stat. Data Anal.}, volume = {46}, number = {1}, pages = {33--56}, year = {2004}, url = {https://doi.org/10.1016/S0167-9473(03)00134-8}, doi = {10.1016/S0167-9473(03)00134-8}, timestamp = {Tue, 18 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/csda/HuoL04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijwmip/DonohoH04, author = {David L. Donoho and Xiaoming Huo}, title = {Beamlab and Reproducible Research}, journal = {Int. J. Wavelets Multiresolution Inf. Process.}, volume = {2}, number = {4}, pages = {391--414}, year = {2004}, url = {https://doi.org/10.1142/S0219691304000615}, doi = {10.1142/S0219691304000615}, timestamp = {Wed, 12 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijwmip/DonohoH04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spl/Huo04, author = {Xiaoming Huo}, title = {A statistical analysis of Fukunaga-Koontz transform}, journal = {{IEEE} Signal Process. Lett.}, volume = {11}, number = {2}, pages = {123--126}, year = {2004}, url = {https://doi.org/10.1109/LSP.2003.821650}, doi = {10.1109/LSP.2003.821650}, timestamp = {Sun, 28 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/spl/Huo04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dcc/HuoCD04, author = {Xiaoming Huo and Jihong Chen and David L. Donoho}, title = {{JBEAM:} Coding Lines and Curves via Digital Beamlets}, booktitle = {2004 Data Compression Conference {(DCC} 2004), 23-25 March 2004, Snowbird, UT, {USA}}, pages = {449--458}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/DCC.2004.1281490}, doi = {10.1109/DCC.2004.1281490}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dcc/HuoCD04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/HuoC04, author = {Xiaoming Huo and Jihong Chen}, title = {Detecting the presence of an inhomogeneous region in a homogeneous background: taking advantages of the underlying geometry via manifolds}, booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004}, pages = {980--983}, publisher = {{IEEE}}, year = {2004}, url = {https://doi.org/10.1109/ICASSP.2004.1326711}, doi = {10.1109/ICASSP.2004.1326711}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/HuoC04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/HuoD02, author = {Xiaoming Huo and David L. Donoho}, title = {Recovering filamentary objects in severely degraded binary images using beamlet-driven partitioning}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida, {USA}}, pages = {1265--1268}, publisher = {{IEEE}}, year = {2002}, url = {https://doi.org/10.1109/ICASSP.2002.5744032}, doi = {10.1109/ICASSP.2002.5744032}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/HuoD02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ChenH02, author = {Jihong Chen and Xiaoming Huo}, title = {Beamlet coder: {A} tree-based, hierarchical contour representation and coding method}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida, {USA}}, pages = {4189}, publisher = {{IEEE}}, year = {2002}, url = {https://doi.org/10.1109/ICASSP.2002.5745668}, doi = {10.1109/ICASSP.2002.5745668}, timestamp = {Fri, 19 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ChenH02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/DonohoH01, author = {David L. Donoho and Xiaoming Huo}, title = {Uncertainty principles and ideal atomic decomposition}, journal = {{IEEE} Trans. Inf. Theory}, volume = {47}, number = {7}, pages = {2845--2862}, year = {2001}, url = {https://doi.org/10.1109/18.959265}, doi = {10.1109/18.959265}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/DonohoH01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/HuoD98, author = {Xiaoming Huo and David L. Donoho}, title = {A simple and robust modulation classification method via counting}, booktitle = {Proceedings of the 1998 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} '98, Seattle, Washington, USA, May 12-15, 1998}, pages = {3289--3292}, publisher = {{IEEE}}, year = {1998}, url = {https://doi.org/10.1109/ICASSP.1998.679567}, doi = {10.1109/ICASSP.1998.679567}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/HuoD98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/HuoL98, author = {Xiaoming Huo and Sam Liu}, title = {Stochastic Behavior of Inter-Drop Time in an {M} Frame Buffer Video Decoding Scenario}, booktitle = {Proceedings of the 1998 {IEEE} International Conference on Image Processing, ICIP-98, Chicago, Illinois, USA, October 4-7, 1998}, pages = {356--359}, publisher = {{IEEE} Computer Society}, year = {1998}, url = {https://doi.org/10.1109/ICIP.1998.723380}, doi = {10.1109/ICIP.1998.723380}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icip/HuoL98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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