Huan Xu

According to our database1, Huan Xu authored at least 131 papers between 2006 and 2019.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
E-government recommendation algorithm based on probabilistic semantic cluster analysis in combination of improved collaborative filtering in big-data environment of government affairs.
Personal and Ubiquitous Computing, 2019

Accelerated Randomized Mirror Descent Algorithms for Composite Non-strongly Convex Optimization.
J. Optimization Theory and Applications, 2019

Fitting the exponential autoregressive model through recursive search.
J. Franklin Institute, 2019

Outlier Detection and Correction for Monitoring Data of Water Quality Based on Improved VMD and LSSVM.
Complexity, 2019

A Unified Framework for Marketing Budget Allocation.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Nonlinear Distributional Gradient Temporal-Difference Learning.
Proceedings of the 36th International Conference on Machine Learning, 2019

Competing Against Nash Equilibria in Adversarially Changing Zero-Sum Games.
Proceedings of the 36th International Conference on Machine Learning, 2019

Risk-Averse Stochastic Convex Bandit.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Approximate Value Iteration for Risk-Aware Markov Decision Processes.
IEEE Trans. Automat. Contr., 2018

Robust copy-move forgery detection using quaternion exponent moments.
Pattern Anal. Appl., 2018

Linkage Effects Mining in Stock Market Based on Multi-Resolution Time Series Network.
Information, 2018

A Color Image Watermarking Approach Based on Synchronization Correction.
Fundam. Inform., 2018

Sequential Change-Point Detection via Online Convex Optimization.
Entropy, 2018

Hierarchal Application of Receding Horizon Synthesis and Dynamic Allocation for UAVs Fighting Fires.
IEEE Access, 2018

Robust Hypothesis Testing Using Wasserstein Uncertainty Sets.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

The Future of Legal and Ethical Regulations for Autonomous Robotics.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Gated Recurrent Units Based Neural Network For Tool Condition Monitoring.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Non-convex Conditional Gradient Sliding.
Proceedings of the 35th International Conference on Machine Learning, 2018

Ensemble Robustness and Generalization of Stochastic Deep Learning Algorithms.
Proceedings of the 6th International Conference on Learning Representations, 2018

Learning Deep Mean Field Games for Modeling Large Population Behavior.
Proceedings of the 6th International Conference on Learning Representations, 2018

Receding Horizon Synthesis and Dynamic Allocation of UAVs to Fight Fires.
Proceedings of the IEEE Conference on Control Technology and Applications, 2018

The Future of Legal and Ethical Regulations for Autonomous Robotics.
Proceedings of the 2018 IEEE Workshop on Advanced Robotics and its Social Impacts, 2018

Receding Horizon Synthesis and Dynamic Allocation of UAVs to Fight Fires.
Proceedings of the 2018 IEEE Workshop on Advanced Robotics and its Social Impacts, 2018

Nearly second-order optimality of online joint detection and estimation via one-sample update schemes.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017
Node Self-Deployment Algorithm Based on Pigeon Swarm Optimization for Underwater Wireless Sensor Networks.
Sensors, 2017

Satellite Monitoring the Spatial-Temporal Dynamics of Desertification in Response to Climate Change and Human Activities across the Ordos Plateau, China.
Remote Sensing, 2017

Clustering from General Pairwise Observations with Applications to Time-varying Graphs.
J. Mach. Learn. Res., 2017

Online Matrix Completion for Signed Link Prediction.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Reinforcement Learning under Model Mismatch.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Desertification monitoring using the ASTER global emissivity dataset.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Matrix decomposition based threshold orthogonal matching pursuit algorithm for parameter and time delay identification of MISO-FIR systems.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Fake News Mitigation via Point Process Based Intervention.
Proceedings of the 34th International Conference on Machine Learning, 2017

A data-driven prognostics framework for tool remaining useful life estimation in tool condition monitoring.
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

Ignoring Is a Bliss: Learning with Large Noise Through Reweighting-Minimization.
Proceedings of the 30th Conference on Learning Theory, 2017

Dynamic programming for risk-aware sequential optimization.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Online Nonnegative Matrix Factorization with General Divergences.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
Matrix Completion With Column Manipulation: Near-Optimal Sample-Robustness-Rank Tradeoffs.
IEEE Trans. Information Theory, 2016

Distributionally Robust Counterpart in Markov Decision Processes.
IEEE Trans. Automat. Contr., 2016

Dynamic Layered Dual-Cluster Heads Routing Algorithm Based on Krill Herd Optimization in UWSNs.
Sensors, 2016

A Deterministic Analysis for LRR.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Distributionally robust chance constraints for non-linear uncertainties.
Math. Program., 2016

Robust MDPs with k-Rectangular Uncertainty.
Math. Oper. Res., 2016

Blind optimum detector for robust image watermarking in nonsubsampled shearlet Domain.
Inf. Sci., 2016

A systematic approach to mission and scenario planning for UAVs.
Proceedings of the Annual IEEE Systems Conference, 2016

Adaptive Maximization of Pointwise Submodular Functions With Budget Constraint.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Remote sensing detection for surface anomalies related to hydracarbon in bashibulake uranium ore, Sourthern Tianshan.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

In-Transit Status Perception of Freight Containers Logistics Based on Multi-sensor Information.
Proceedings of the Internet and Distributed Computing Systems, 2016

Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Fast Rate Analysis of Some Stochastic Optimization Algorithms.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Online Collaborative Learning for Open-Vocabulary Visual Classifiers.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Bandwidth-variable optical transport network with adjustable time-modulated and inverse-multiplexed wavelength channels.
Telecommunication Systems, 2015

Specification and Synthesis of Reactive Protocols for Aircraft Electric Power Distribution.
IEEE Trans. Control of Network Systems, 2015

Iterative and active graph clustering using trace norm minimization without cluster size constraints.
J. Mach. Learn. Res., 2015

Efficient learning ensemble SuperParent-one-dependence estimator by maximizing conditional log likelihood.
Expert Syst. Appl., 2015

Subspace Clustering with Irrelevant Features via Robust Dantzig Selector.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

A Divide and Conquer Framework for Distributed Graph Clustering.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Streaming Sparse Principal Component Analysis.
Proceedings of the 32nd International Conference on Machine Learning, 2015

A Unified Framework for Outlier-Robust PCA-like Algorithms.
Proceedings of the 32nd International Conference on Machine Learning, 2015

A Convex Optimization Framework for Bi-Clustering.
Proceedings of the 32nd International Conference on Machine Learning, 2015

2014
Improved Graph Clustering.
IEEE Trans. Information Theory, 2014

Autogrouped Sparse Representation for Visual Analysis.
IEEE Trans. Image Processing, 2014

Clustering partially observed graphs via convex optimization.
J. Mach. Learn. Res., 2014

Control Software Synthesis and Validation for a Vehicular Electric Power Distribution Testbed.
J. Aerospace Inf. Sys., 2014

A Contract-Based Methodology for Aircraft Electric Power System Design.
IEEE Access, 2014

Convex Optimization Procedure for Clustering: Theoretical Revisit.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Online Optimization for Max-Norm Regularization.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Clustering from Labels and Time-Varying Graphs.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Robust Logistic Regression and Classification.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

The Coherent Loss Function for Classification.
Proceedings of the 31th International Conference on Machine Learning, 2014

Scaling Up Robust MDPs using Function Approximation.
Proceedings of the 31th International Conference on Machine Learning, 2014

Weighted Graph Clustering with Non-Uniform Uncertainties.
Proceedings of the 31th International Conference on Machine Learning, 2014

Robust Subspace Segmentation with Block-Diagonal Prior.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Collaboration between doctors and nurses in two public hospitals in China.
PhD thesis, 2013

Outlier-Robust PCA: The High-Dimensional Case.
IEEE Trans. Information Theory, 2013

Node Classification in Social Network via a Factor Graph Model.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Provable Subspace Clustering: When LRR meets SSC.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Learning Multiple Models via Regularized Weighting.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Reinforcement Learning in Robust Markov Decision Processes.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Online Robust PCA via Stochastic Optimization.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Online PCA for Contaminated Data.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

A Unified Robust Regression Model for Lasso-like Algorithms.
Proceedings of the 30th International Conference on Machine Learning, 2013

Noisy Sparse Subspace Clustering.
Proceedings of the 30th International Conference on Machine Learning, 2013

Breaking the Small Cluster Barrier of Graph Clustering.
Proceedings of the 30th International Conference on Machine Learning, 2013

An aircraft electric power testbed for validating automatically synthesized reactive control protocols.
Proceedings of the 16th international conference on Hybrid systems: computation and control, 2013

Dynamic state estimation in distributed aircraft electric control systems via adaptive submodularity.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

What-If Query Processing Policy for Big Data in OLAP System.
Proceedings of the International Conference on Advanced Cloud and Big Data, 2013

2012
Sparse Algorithms Are Not Stable: A No-Free-Lunch Theorem.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

A Distributional Interpretation of Robust Optimization.
Math. Oper. Res., 2012

Virtual Subject Innovation Platform: A New Operational Pattern for Comprehensive Hospital.
J. Medical Systems, 2012

Robust Multi-task Regression with Grossly Corrupted Observations.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Statistical Optimization in High Dimensions.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Optimization Under Probabilistic Envelope Constraints.
Operations Research, 2012

Clustering Sparse Graphs.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

An Architecture Description Language Based on Dynamic Description Logics.
Proceedings of the Intelligent Information Processing VI, 2012

Stability of matrix factorization for collaborative filtering.
Proceedings of the 29th International Conference on Machine Learning, 2012

Lightning Does Not Strike Twice: Robust MDPs with Coupled Uncertainty.
Proceedings of the 29th International Conference on Machine Learning, 2012

Robust PCA in High-dimension: A Deterministic Approach.
Proceedings of the 29th International Conference on Machine Learning, 2012

Auto-Grouped Sparse Representation for Visual Analysis.
Proceedings of the Computer Vision - ECCV 2012, 2012

Differential Evolution Algorithm for the Optimization of the Vehicle Routing Problem in Logistics.
Proceedings of the Eighth International Conference on Computational Intelligence and Security, 2012

A case study on reactive protocols for aircraft electric power distribution.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Jensen-Shannon Divergence analysis of pathological electrocardiogram.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011
Motion Estimation for 3D Rigid Object Shapes Based on 3D-2D Color-Consistency in Multi-view.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

Probabilistic Goal Markov Decision Processes.
Proceedings of the IJCAI 2011, 2011

Clustering Partially Observed Graphs via Convex Optimization.
Proceedings of the 28th International Conference on Machine Learning, 2011

Robust Matrix Completion and Corrupted Columns.
Proceedings of the 28th International Conference on Machine Learning, 2011

TuLiP: a software toolbox for receding horizon temporal logic planning.
Proceedings of the 14th ACM International Conference on Hybrid Systems: Computation and Control, 2011

2010
An improved section-wise exploiting modification direction method.
Signal Processing, 2010

An efficient local Chan-Vese model for image segmentation.
Pattern Recognition, 2010

Near-optimal solution to pair-wise LSB matching via an immune programming strategy.
Inf. Sci., 2010

Distributionally Robust Markov Decision Processes.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Robust PCA via Outlier Pursuit.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Robustness and Generalization.
Proceedings of the COLT 2010, 2010

Principal Component Analysis with Contaminated Data: The High Dimensional Case.
Proceedings of the COLT 2010, 2010

A simple optimal power flow model with energy storage.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
A Kalman Filter Design Based on the Performance/Robustness Tradeoff.
IEEE Trans. Automat. Contr., 2009

Robustness and Regularization of Support Vector Machines.
J. Mach. Learn. Res., 2009

High dimensional Principal Component Analysis with contaminated data.
Proceedings of the 2009 IEEE Information Theory Workshop, 2009

Parametric regret in uncertain Markov decision processes.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Risk sensitive robust support vector machines.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Classification of plant leaf images with complicated background.
Applied Mathematics and Computation, 2008

Robust Regression and Lasso.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

One Class Support Vector Machines for Distinguishing Photographs and Graphics.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

Automated Segmentation Using a Fast Implementation of the Chan-Vese Models.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

QoS Differentiated Adaptive Scheduled Optical Burst Switching for Grid Networks.
Proceedings of the Networks for Grid Applications, Second International Conference, 2008

2007
Improved human disease candidate gene prioritization using mouse phenotype.
BMC Bioinformatics, 2007

2006
Multi-domain Lambda Grid data portal for collaborative Grid applications.
Future Generation Comp. Syst., 2006

The Robustness-Performance Tradeoff in Markov Decision Processes.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Lie group machine learning's axiom hypothesizes.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006


  Loading...