PUBLICATION

Year of Publication :
[2015] [2014] [2013] [2012] [2011] [2010] [2009] [2008] [2007] [2006] [2005] [2004] [2003] [2002] [2001] [Pre-2000]

Type of Publication :
[Show all] [Theses] [Book & book chapters] [Journal] [Conference] [Tech reports] [Workshop] [arXiv manuscripts]

Broad Content :
[Show all] [Machine Learning] [Parallel ML Systems] [Social Network and Media] [Computational Biology] [IR, NLP & Vision]

Research Area :
[Statistical Genetics] [Evolutionary & Regulatory genomics] [Systems Biology] [Structural Biology]

[Prababilistic models] [High-Dim inference & structural sparsity] [Graphs & networks] [Joint max-entropy/max-margin learning]
[Bayesian nonparametrics] [Topic & latent space models] [Learning metrics, kernels, and embeddings] [Probablistic Inference] [Optimization] [Big Learning] [Natural Language Processing] [Computer Vision] [Miscellaneous]


    Published:



  • J. B. Oliva, W. Neiswanger, B. Poczos, J. Schneider and E. P. Xing, Fast Distribution To Real Regression, Proceedings of the 17th International Conference on Artificial Intelligence and Statistics (AISTATS 2014).



  • J. Zhu and E. P. Xing, Sparse Topical Coding, Proceedings of the 27th International Conference on Conference on Uncertainty in Artificial Intelli- gence (UAI 2011).
  • A. Ahmed, Q. Ho, J. Eisenstein, E. P. Xing, A. Smola and C. H. Teo, Unified Analysis of Streaming News, Proceedings of the International World Wide Web Conference (WWW 2011).



  • A. F.T. Martins, D. Das, N. A. Smith, and E. P. Xing, Stacking Dependency Parser, Proceedings of Conference on Empirical Methods in Natural Language Processing, (EMNLP 2008).
  • A. Martins, M. Figueiredo, P. Aguiar, N. A. Smith and E. P. Xing, Nonextensive Entropic Kernels, Proceedings of the 25th International Conference on Machine Learning (ICML 2008). (A longer version is available soon in CMU-MLD Technical Report 08-106 with the same title.)
  • W. Wu and E. P. Xing, A Survey of cDNA Microarray Normalization and a Comparison by k-NN Classification, in Methods in Microarray Normalization (Ed. S. Phillip), CRC Press. p81-120, 2008.


    2006

  • F. Guo, W. Fu, Y. Shi and E. P. Xing, Reverse engineering temporally rewiring gene networks, The NIPS workshop on New Problems and Methods in Computational Biology (NIPS2006).
  • E.M. Airoldi, D.M. Blei, S.E. Fienberg, E.P. Xing, Latent mixed-membership allocation models of relational and multivariate attribute data, Valencia & ISBA Joint World Meeting on Bayesian Statistics (2006).


  • E.P. Xing, R. Sharan and M.I Jordan, Bayesian Haplotype Inference via the Dirichlet Process. Proceedings of the 21st International Conference on Machine Learning (ICML2004),  (eds. Greiner and Schuurmans), ACM Press, 879-886, [ps]. An earlier version of this paper also appeared as a book chapter in Lecture Notes in Bioinformatics, Special issue for 2nd RECOMB Satellite Workshop on Computational Methods for SNPs and Haplotypes, 2004. (ps).




    pre2000

  • E.P. Xing, C. Kulikowski, I. Muchnik, I. Dubchak, D. Wolf, S. Spengler and M. Zorn, Analysis of ribosomal RNA sequences by combinatorial clustering, Proceedings, The Seventh International Conference on Intelligence Systems for Molecular Biology (ISMB99), (Eds. T. Lengauer et al.) AAAI/MIT Press, Menlo Park, CA. P. 287-296, 1999.

Back to top

Last updated 11/28/09