Yaoliang Yu  —  Some papers

2021  — 

2017  —  2020

2014  —  2016

  • X. Chang, Y. Yu, Y. Yang, and E. Xing, They Are Not Equally Reliable: Semantic Event Search using Differentiated Concept Classifiers. CVPR 2016. [pdf] [bibtex]

  • H. Cheng, Y. Yu, X. Zhang, E. Xing, and D. Schuurmans, Scalable and Sound Low-Rank Tensor Learning. AISTATS 2016. [pdf] [bibtex] [code]

  • X. Zheng, Y. Yu, and E. Xing, Linear Time Samplers for Supervised Topic Models using Compositional Proposals. ACM KDD 2015. [pdf] [bibtex] [code]

  • Y. Yu, X. Zheng, M. Marchetti-Bowick and E. Xing, Minimizing Nonconvex Non-Separable Functions. AISTATS 2015. [pdf] [appendix] [bibtex]

2008  —  2013

  • Y. Yu, On Decomposing the Proximal Map. NIPS 2013. [pdf] [bibtex]

  • Y. Yu, H. Cheng, D. Schuurmans and C. Szepesvári, Characterizing the Representer Theorem. ICML 2013. [pdf] [bibtex]

  • Y. Yu, O. Aslan and D. Schuurmans, A Polynomial-time Form of Robust Regression. NIPS 2012. [pdf] [bibtex]

  • Y. Yu and D. Schuurmans, Rank/norm regularization with closed-form solutions: Application to subspace clustering. UAI 2011. [pdf] [bibtex]

  • Y. Yu, J. Jiang and L. Zhang, Distance Metric Learning by Minimal Distance Maximization. Pattern Recognition, 2011, vol. 44: 639-649. [pdf] [bibtex]

  • Y. Yu, Y. Li, D. Schuurmans and C. Szepesvári, A General Projection Property for Distribution Families. NIPS 2009. [pdf] [bibtex]