Some Publications Related to NSF grant

Small: Simultaneous Decomposition and Predictive Modeling on Large Multi-Modal Data

 

Softcopies of a majority of these publications are available from

http://www.ideal.ece.utexas.edu/pub.html

or through Google Scholar

http://scholar.google.com/citations?user=Xnk4W5cAAAAJ&hl=en

 

 

Refereed Archival Journal Publications

 

á       J. Ho, Joydeep Ghosh; Steve Steinhubl; Walter Stewart; Joshua C Denny; Bradley  A Malin; Jimeng Sun ÒLimestone: High-throughput Candidate Phenotype Generation via Tensor FactorizationÓ, in Jl. Of Biomedical Informatics,

á       O. Koyejo, C. Lee and J. Ghosh, "A Constrained Matrix-Variate Gaussian Process for Transposable Data", in Machine Learning Journal,

 

Book Chapters

 

á       Acharya, E.R. Hruschka, J. Ghosh and S. Acharyya,  ÒC3E: A Framework for Combining Ensembles of Classifiers and ClusterersÓ, in Multiple Classifier Systems, C. Sansone, J. Kittler and F. Roli (Eds.), LNCS Vol. 6713, Springer, pp. 86-95, 2011.

 

Conference/Workshop Proceedings

á        Acharya, Ayan, Hruschka, Eduardo R., Ghosh, Joydeep, Sarwar, Badrul, and Ruvini, Jean-David, ÒProbabilistic Combination of Classifier and Cluster Ensembles for Non-transductive LearningÓ, in Proc. SDM 2013, May 2013, pp.

á        O. Koyejo and J. Ghosh, ÒA Representation Approach for Relative Entropy Minimization with Expectation ConstraintsÓ, in WDDL13, with ICML13, June 2013

á        J. Ho, J. Ghosh and J. Sun, ÒMarble: High-throughput Phenotyping from Electronic Health Records via Sparse Nonnegative Tensor  FactorizationÓ, Ó, in Proc. KDD 2014, August 2014, pp.

á       Y. Park and J. Ghosh, ÒLUDIA: An Aggregate-Constrained Low-Rank Reconstruction Algorithm to Leverage Publicly Released Health DataÓ, in Proc. KDD 2014, August 2014