• 96 Citations
  • 2 h-Index
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Fingerprint Dive into the research topics where Hongbo Zhou is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Message passing Engineering & Materials Science
High-dimensional Data Mathematics
Computer system firewalls Engineering & Materials Science
Animals Engineering & Materials Science
Multi-class Classification Mathematics
Computational complexity Engineering & Materials Science
Glossaries Engineering & Materials Science
Selector Mathematics

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Research Output 2008 2015

  • 96 Citations
  • 2 h-Index
  • 11 Conference contribution
  • 5 Article
  • 1 Conference article

A scalable projective scaling algorithm for lp loss with convex penalizations

Zhou, H. & Cheng, Q., 1 Feb 2015, In : IEEE Transactions on Neural Networks and Learning Systems. 26, 2, p. 265-276 12 p., 6808493.

Research output: Contribution to journalArticleResearchpeer-review

Message passing
Image classification
Learning algorithms

A minimax framework for classification with applications to images and high dimensional data

Cheng, Q., Zhou, H., Cheng, J. & Li, H., 1 Nov 2014, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 11, p. 2117-2130 14 p., 6824834.

Research output: Contribution to journalArticleResearchpeer-review

High-dimensional Data
Gene expression
Elastic Net
Minimax Methods

Discriminative dictionary learning via shared latent structure for object recognition and activity recognition

Wang, H., Zhou, H. & Finn, A., 22 Sep 2014, In : Proceedings - IEEE International Conference on Robotics and Automation. p. 6299-6304 6 p., 6907788.

Research output: Contribution to journalConference articleResearchpeer-review

Object recognition
Face recognition

L-two-L-infinity consensus in uncertain high-order multi-agent systems with a leader

Mo, L. P., Zhou, Y. J. & Zhou, H., 1 Sep 2012, In : Kongzhi Lilun Yu Yingyong/Control Theory and Applications. 29, 9, p. 1125-1131 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Multi agent systems
Time delay
Closed loop systems
Mathematical models

O(N) implicit subspace embedding for unsupervised multi-scale image segmentation

Zhou, H. & Cheng, Q., 1 Jan 2011, 2011 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011. IEEE Computer Society, p. 2209-2215 7 p. 5995606. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Image segmentation
Eigenvalues and eigenfunctions
Unsupervised learning
Program processors
Computational complexity