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  • 2013

    Representing documents through their readers

    El-Arini, K., Xu, M., Fox, E. B. & Guestrin, C., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). Association for Computing Machinery, p. 14-22 9 p. 2487596. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).

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

    14 Scopus citations
  • 2012

    Completion of high-rank ultrametric matrices using selective entries

    Singh, A., Krishnamurthy, A., Balakrishnan, S. & Xu, M., 2012, 2012 International Conference on Signal Processing and Communications, SPCOM 2012. 6290247. (2012 International Conference on Signal Processing and Communications, SPCOM 2012).

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

    3 Scopus citations
  • Conditional sparse coding and grouped multivariate regression

    Xu, M. & Lafferty, J., 2012, Proceedings of the 29th International Conference on Machine Learning, ICML 2012. p. 1479-1486 8 p. (Proceedings of the 29th International Conference on Machine Learning, ICML 2012; vol. 2).

    Rutgers, The State University

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

    1 Scopus citations
  • Efficient active algorithms for hierarchical clustering

    Krishnamurthy, A., Balakrishnan, S., Xu, M. & Singh, A., 2012, Proceedings of the 29th International Conference on Machine Learning, ICML 2012. p. 887-894 8 p. (Proceedings of the 29th International Conference on Machine Learning, ICML 2012; vol. 1).

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

    28 Scopus citations
  • 2011

    Noise thresholds for spectral clustering

    Balakrishnan, S., Xu, M., Krishnamurthy, A. & Singh, A., 2011, Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011. Neural Information Processing Systems, (Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011).

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

  • 2010

    Forest density estimation

    Gupta, A., Lafferty, J., Liu, H., Wasserman, L. & Xu, M., 2010, COLT 2010 - The 23rd Conference on Learning Theory. p. 394-406 13 p. (COLT 2010 - The 23rd Conference on Learning Theory).

    Princeton University

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

    3 Scopus citations