default search action
Xiaoming Huo
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j39]Yiling Xie, Xiaoming Huo:
Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning. J. Mach. Learn. Res. 25: 148:1-148:40 (2024) - [j38]Tian-Yi Zhou, Xiaoming Huo:
Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks. J. Mach. Learn. Res. 25: 190:1-190:54 (2024) - [c25]Hyunouk Ko, Xiaoming Huo:
Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes. ICML 2024 - [i18]Hyunouk Ko, Xiaoming Huo:
Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes. CoRR abs/2401.04286 (2024) - [i17]Yiling Xie, Xiaoming Huo:
Asymptotic Behavior of Adversarial Training Estimator under 𝓁∞-Perturbation. CoRR abs/2401.15262 (2024) - [i16]Tian-Yi Zhou, Namjoon Suh, Guang Cheng, Xiaoming Huo:
Approximation of RKHS Functionals by Neural Networks. CoRR abs/2403.12187 (2024) - [i15]Yijin Ni, Xiaoming Huo:
A Concentration Inequality for Maximum Mean Discrepancy (MMD)-based Statistics and Its Application in Generative Models. CoRR abs/2405.14051 (2024) - 2023
- [j37]Yujie Zhao, Xiaoming Huo:
Accelerate the warm-up stage in the Lasso computation via a homotopic approach. Comput. Stat. Data Anal. 184: 107747 (2023) - [j36]Yiling Xie, Yiling Luo, Xiaoming Huo:
Solving a Special Type of Optimal Transport Problem by a Modified Hungarian Algorithm. Trans. Mach. Learn. Res. 2023 (2023) - [c24]Yiling Luo, Yiling Xie, Xiaoming Huo:
Improved Rate of First Order Algorithms for Entropic Optimal Transport. AISTATS 2023: 2723-2750 - [c23]Namjoon Suh, Tian-Yi Zhou, Xiaoming Huo:
Approximation and non-parametric estimation of functions over high-dimensional spheres via deep ReLU networks. ICLR 2023 - [c22]Etash Kumar Guha, Eugène Ndiaye, Xiaoming Huo:
Conformalization of Sparse Generalized Linear Models. ICML 2023: 11871-11887 - [i14]Yiling Xie, Xiaoming Huo:
Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning. CoRR abs/2303.15579 (2023) - [i13]Etash Kumar Guha, Prasanjit Dubey, Xiaoming Huo:
Generalization Bounds for Magnitude-Based Pruning via Sparse Matrix Sketching. CoRR abs/2305.18789 (2023) - [i12]Etash Kumar Guha, Eugène Ndiaye, Xiaoming Huo:
Conformalization of Sparse Generalized Linear Models. CoRR abs/2307.05109 (2023) - [i11]Tian-Yi Zhou, Xiaoming Huo:
Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks. CoRR abs/2308.08030 (2023) - [i10]Hyunouk Ko, Namjoon Suh, Xiaoming Huo:
On Excess Risk Convergence Rates of Neural Network Classifiers. CoRR abs/2309.15075 (2023) - 2022
- [j35]Yuchen He, Namjoon Suh, Xiaoming Huo, Sung Ha Kang, Yajun Mei:
Asymptotic Theory of \(\boldsymbol \ell _1\) -Regularized PDE Identification from a Single Noisy Trajectory. SIAM/ASA J. Uncertain. Quantification 10(1): 1012-1036 (2022) - [j34]Juan Du, Shanshan Cao, Jeffrey H. Hunt, Xiaoming Huo, Jianjun Shi:
A New Sparse-Learning Model for Maximum Gap Reduction of Composite Fuselage Assembly. Technometrics 64(3): 409-418 (2022) - [c21]Namjoon Suh, Hyunouk Ko, Xiaoming Huo:
A Non-Parametric Regression Viewpoint : Generalization of Overparametrized Deep RELU Network Under Noisy Observations. ICLR 2022 - [c20]Yiling Luo, Xiaoming Huo, Yajun Mei:
The Directional Bias Helps Stochastic Gradient Descent to Generalize in Kernel Regression Models. ISIT 2022: 678-683 - [c19]Yiling Luo, Xiaoming Huo, Yajun Mei:
Implicit Regularization Properties of Variance Reduced Stochastic Mirror Descent. ISIT 2022: 696-701 - [i9]Yiling Xie, Yiling Luo, Xiaoming Huo:
An Accelerated Stochastic Algorithm for Solving the Optimal Transport Problem. CoRR abs/2203.00813 (2022) - [i8]Yiling Luo, Xiaoming Huo, Yajun Mei:
Implicit Regularization Properties of Variance Reduced Stochastic Mirror Descent. CoRR abs/2205.00058 (2022) - [i7]Yiling Luo, Xiaoming Huo, Yajun Mei:
The Directional Bias Helps Stochastic Gradient Descent to Generalize in Kernel Regression Models. CoRR abs/2205.00061 (2022) - [i6]Tian-Yi Zhou, Xiaoming Huo:
Learning Ability of Interpolating Convolutional Neural Networks. CoRR abs/2210.14184 (2022) - [i5]Yiling Luo, Xiaoming Huo, Yajun Mei:
Covariance Estimators for the ROOT-SGD Algorithm in Online Learning. CoRR abs/2212.01259 (2022) - 2021
- [j33]David Glickenstein, Keaton Hamm, Xiaoming Huo, Yajun Mei, Martin Stoll:
Editorial: Mathematical Fundamentals of Machine Learning. Frontiers Appl. Math. Stat. 7: 674785 (2021) - [j32]Cheng Huang, Xiaoming Huo:
A Statistically and Numerically Efficient Independence Test Based on Random Projections and Distance Covariance. Frontiers Appl. Math. Stat. 7: 779841 (2021) - [j31]Namjoon Suh, Xiaoming Huo, Eric Heim, Lee M. Seversky:
A network model that combines latent factors and sparse graphs. Stat. Anal. Data Min. 14(2): 97-115 (2021) - [j30]Kai Ni, Shanshan Cao, Xiaoming Huo:
Asymptotic Convergence Rates of the Length of the Longest Run(s) in an Inflating Bernoulli Net. IEEE Trans. Inf. Theory 67(9): 5922-5941 (2021) - [i4]Yuchen He, Namjoon Suh, Xiaoming Huo, Sung Ha Kang, Yajun Mei:
Asymptotic Theory of 𝓁1-Regularized PDE Identification from a Single Noisy Trajectory. CoRR abs/2103.07045 (2021) - 2020
- [i3]Yujie Zhao, Xiaoming Huo:
A Homotopic Method to Solve the Lasso Problems with an Improved Upper Bound of Convergence Rate. CoRR abs/2010.13934 (2020)
2010 – 2019
- 2019
- [j29]Cheng Huang, Xiaoming Huo:
A distributed one-step estimator. Math. Program. 174(1-2): 41-76 (2019) - [i2]Namjoon Suh, Xiaoming Huo, Eric Heim, Lee M. Seversky:
Factor Analysis on Citation, Using a Combined Latent and Logistic Regression Model. CoRR abs/1912.00524 (2019) - 2018
- [j28]Yuanyuan Zhang, Renfu Li, Wei Zhao, Xiaoming Huo:
Stochastic leader-following consensus of multi-agent systems with measurement noises and communication time-delays. Neurocomputing 282: 136-145 (2018) - [j27]Yuanyuan Zhang, Renfu Li, Xiaoming Huo:
Stochastic consensus of discrete-time second-order multi-agent systems with measurement noises and time delays. J. Frankl. Inst. 355(5): 2791-2807 (2018) - 2017
- [j26]Zhijun Fang, Jenq-Neng Hwang, Xiaoming Huo, Hyo Jong Lee, Joachim Denzler:
Emergent Techniques and Applications for Big Visual Data. Int. J. Digit. Multim. Broadcast. 2017: 6468502:1-6468502:2 (2017) - [j25]Xiaoming Huo, Gábor J. Székely:
Clarifications for "Fast Computing for Distance Covariance" by Xiaoming Huo and Gábor J. Székely. Technometrics 59(1): 134-135 (2017) - 2016
- [j24]Xiaoming Huo, Gábor J. Székely:
Fast Computing for Distance Covariance. Technometrics 58(4) (2016) - 2015
- [j23]Fang Wang, Renfu Li, Zhikun Lei, Xuelei Sherry Ni, Xiaoming Huo, Ming Chen:
Kernel fusion-refinement for semi-supervised nonlinear dimension reduction. Pattern Recognit. Lett. 63: 16-22 (2015) - [j22]Zhikun Lei, Renfu Li, Xuelei Sherry Ni, Xiaoming Huo:
High-dimensional semi-supervised learning via a fusion-refinement procedure. Signal Process. 114: 171-182 (2015) - [j21]Jianzhou Feng, Li Song, Xiaoming Huo, Xiaokang Yang, Wenjun Zhang:
An Optimized Pixel-Wise Weighting Approach for Patch-Based Image Denoising. IEEE Signal Process. Lett. 22(1): 115-119 (2015) - [i1]Cheng Huang, Xiaoming Huo:
A Distributed One-Step Estimator. CoRR abs/1511.01443 (2015) - 2014
- [j20]Heeyoung Kim, Xiaoming Huo, Jianjun Shi:
A single interval based classifier. Ann. Oper. Res. 216(1): 307-325 (2014) - [j19]Yuanyuan Zhang, Renfu Li, Dinggen Li, Yang Hu, Xiaoming Huo:
Stabilization of the stochastic jump diffusion systems by state-feedback control. J. Frankl. Inst. 351(3): 1596-1614 (2014) - [j18]Heeyoung Kim, Xiaoming Huo, Meghan Shilling, Hy D. Tran:
A Lipschitz Regularity-Based Statistical Model With Applications in Coordinate Metrology. IEEE Trans Autom. Sci. Eng. 11(2): 327-337 (2014) - [j17]Jianzhou Feng, Xiaoming Huo, Li Song, Xiaokang Yang, Wenjun Zhang:
Evaluation of Different Algorithms of Nonnegative Matrix Factorization in Temporal Psychovisual Modulation. IEEE Trans. Circuits Syst. Video Technol. 24(4): 553-565 (2014) - 2013
- [j16]Heeyoung Kim, Xiaoming Huo:
Optimal sampling and curve interpolation via wavelets. Appl. Math. Lett. 26(7): 774-779 (2013) - [j15]Cheng-Liang Wang, Xiaoming Huo:
Object tracking under low signal-to-noise-ratio with the instantaneous-possible-moving-position model. Signal Process. 93(5): 1044-1055 (2013) - [j14]Kaveh Bastani, Zhenyu James Kong, Wenzhen Huang, Xiaoming Huo, Yingqing Zhou:
Fault Diagnosis Using an Enhanced Relevance Vector Machine (RVM) for Partially Diagnosable Multistation Assembly Processes. IEEE Trans Autom. Sci. Eng. 10(1): 124-136 (2013) - [c18]Jianzhou Feng, Li Song, Xiaoming Huo, Xiaokang Yang, Wenjun Zhang:
Image restoration via efficient Gaussian mixture model learning. ICIP 2013: 1056-1060 - [c17]Chengliang Wang, Xiaoming Huo, Wen-Zhan Song:
Integer programming based approach for multiple-targets trajectory identification in WSNs. ICNSC 2013: 106-111 - [c16]Hongteng Xu, Dixin Luo, Xiaoming Huo, Xiaokang Yang:
World Expo Problem and Its Mixed Integer Programming Based Solution. BSI@PAKDD/BSIC@IJCAI 2013: 56-67 - 2012
- [j13]Yibiao Lu, Xiaoming Huo, Panagiotis Tsiotras:
A Beamlet-Based Graph Structure for Path Planning Using Multiscale Information. IEEE Trans. Autom. Control. 57(5): 1166-1178 (2012) - [c15]Debraj De, Wen-Zhan Song, Mingsen Xu, Cheng-Liang Wang, Diane J. Cook, Xiaoming Huo:
FindingHuMo: Real-Time Tracking of Motion Trajectories from Anonymous Binary Sensing in Smart Environments. ICDCS 2012: 163-172 - [c14]Jianzhou Feng, Li Song, Xiaoming Huo, Xiaokang Yang, Wenjun Zhang:
New bounds on image denoising: Viewpoint of sparse representation and non-local averaging. VCIP 2012: 1-5 - 2011
- [j12]Yibiao Lu, Xiaoming Huo, Oktay Arslan, Panagiotis Tsiotras:
Incremental Multi-Scale Search Algorithm for Dynamic Path Planning With Low Worst-Case Complexity. IEEE Trans. Syst. Man Cybern. Part B 41(6): 1556-1570 (2011) - [c13]Jianzhou Feng, Li Song, Xiaoming Huo, Xiaokang Yang, Wenjun Zhang:
Learning sparse dictionaries with a popularity-based model. ICASSP 2011: 1441-1444 - [c12]Yibiao Lu, Xiaoming Huo, Oktay Arslan, Panagiotis Tsiotras:
Multi-scale LPA* with low worst-case complexity guarantees. IROS 2011: 3507-3512 - [c11]Oktay Arslan, Panagiotis Tsiotras, Xiaoming Huo:
Solving shortest path problems with curvature constraints using beamlets. IROS 2011: 3533-3538 - 2010
- [c10]Yibiao Lu, Xiaoming Huo, Panagiotis Tsiotras:
Beamlet-like data processing for accelerated path-planning using multiscale information of the environment. CDC 2010: 3808-3813 - [c9]Jianzhou Feng, Li Song, Xiaoming Huo, Xiaokang Yang, Wenjun Zhang:
Image denoising using local tangent space alignment. VCIP 2010: 774423
2000 – 2009
- 2009
- [j11]Seoung Bum Kim, Xiaoming Huo, Kwok-Leung Tsui:
A finite-sample simulation study of cross validation in tree-based models. Inf. Technol. Manag. 10(4): 223-233 (2009) - 2008
- [c8]Andrew Smith, Xiaoming Huo, Hongyuan Zha:
Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm. NIPS 2008: 1529-1536 - 2006
- [j10]Xiaoming Huo, Seoung Bum Kim, Kwok-Leung Tsui, Shuchun Wang:
FBP: A Frontier-Based Tree-Pruning Algorithm. INFORMS J. Comput. 18(4): 494-505 (2006) - [j9]Myong K. Jeong, Jye-Chyi Lu, Xiaoming Huo, Brani Vidakovic, Di Chen:
Wavelet-Based Data Reduction Techniques for Process Fault Detection. Technometrics 48(1): 26-40 (2006) - [j8]Jie Chen, Xiaoming Huo:
Theoretical Results on Sparse Representations of Multiple-Measurement Vectors. IEEE Trans. Signal Process. 54(12): 4634-4643 (2006) - 2005
- [j7]Xiaoming Huo:
Exact lower bound for proportion of maximally embedded beamlet. Appl. Math. Lett. 18(5): 529-534 (2005) - [j6]Xiaoming Huo, Jihong Chen:
JBEAM: multiscale curve coding via beamlets. IEEE Trans. Image Process. 14(11): 1665-1677 (2005) - [j5]Ery Arias-Castro, David L. Donoho, Xiaoming Huo:
Near-optimal detection of geometric objects by fast multiscale methods. IEEE Trans. Inf. Theory 51(7): 2402-2425 (2005) - [c7]Jie Chen, Xiaoming Huo:
Sparse representations for multiple measurement vectors (MMV) in an over-complete dictionary. ICASSP (4) 2005: 257-260 - 2004
- [j4]Xiaoming Huo, Jye-Chyi Lu:
A network flow approach in finding maximum likelihood estimate of high concentration regions. Comput. Stat. Data Anal. 46(1): 33-56 (2004) - [j3]David L. Donoho, Xiaoming Huo:
Beamlab and Reproducible Research. Int. J. Wavelets Multiresolution Inf. Process. 2(4): 391-414 (2004) - [j2]Xiaoming Huo:
A statistical analysis of Fukunaga-Koontz transform. IEEE Signal Process. Lett. 11(2): 123-126 (2004) - [c6]Xiaoming Huo, Jihong Chen, David L. Donoho:
JBEAM: Coding Lines and Curves via Digital Beamlets. Data Compression Conference 2004: 449-458 - [c5]Xiaoming Huo, Jihong Chen:
Detecting the presence of an inhomogeneous region in a homogeneous background: taking advantages of the underlying geometry via manifolds. ICASSP (3) 2004: 980-983 - 2002
- [c4]Xiaoming Huo, David L. Donoho:
Recovering filamentary objects in severely degraded binary images using beamlet-driven partitioning. ICASSP 2002: 1265-1268 - [c3]Jihong Chen, Xiaoming Huo:
Beamlet coder: A tree-based, hierarchical contour representation and coding method. ICASSP 2002: 4189 - 2001
- [j1]David L. Donoho, Xiaoming Huo:
Uncertainty principles and ideal atomic decomposition. IEEE Trans. Inf. Theory 47(7): 2845-2862 (2001)
1990 – 1999
- 1998
- [c2]Xiaoming Huo, David L. Donoho:
A simple and robust modulation classification method via counting. ICASSP 1998: 3289-3292 - [c1]Xiaoming Huo, Sam Liu:
Stochastic Behavior of Inter-Drop Time in an M Frame Buffer Video Decoding Scenario. ICIP (2) 1998: 356-359
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:17 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint