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  • 11 Similar Profiles
Learning algorithms Engineering & Materials Science
Newton-Raphson method Engineering & Materials Science
Factorization Engineering & Materials Science
Redundancy Engineering & Materials Science
Computer vision Engineering & Materials Science
Multi-document summarization Mathematics
Costs Engineering & Materials Science
Genes Engineering & Materials Science

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Research Output 2011 2017

  • 238 Citations
  • 8 Scopus h-Index
  • 12 Conference contribution
  • 6 Article

Robust convex clustering analysis

Wang, Q., Gong, P., Chang, S., Huang, T. S. & Zhou, J. Jan 31 2017 Proceedings - 16th IEEE International Conference on Data Mining, ICDM 2016. Institute of Electrical and Electronics Engineers Inc., p. 1263-1268 6 p. 7837983

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unsupervised learning
Heuristic algorithms

Absolute fused lasso and its application to genome-wide association studies

Yang, T., Liu, J., Gong, P., Zhang, R., Shen, X. & Ye, J. Aug 13 2016 KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 13-17-August-2016, p. 1955-1964 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Genes
Association reactions
Mathematical operators
4 Citations

Multi-document summarization via group sparse learning

He, R., Tang, J., Gong, P., Hu, Q. & Wang, B. Jul 1 2016 In : Information Sciences. 349-350, p. 12-24 13 p.

Research output: Contribution to journalArticle

Redundancy
Summarization
Multi-document summarization
Convex optimization
Experiments

Predict risk of relapse for patients with multiple stages of treatment of depression

Nie, Z., Gong, P. & Ye, J. Aug 13 2016 KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 13-17-August-2016, p. 1795-1804 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Decision trees
Hazards

A modified orthant-wise limited memory quasi-Newton method with convergence analysis

Gong, P. & Ye, J. 2015 32nd International Conference on Machine Learning, ICML 2015. International Machine Learning Society (IMLS), Vol. 1, p. 276-284 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Newton-Raphson method