Conference Multi-Level Structured Image Coding on High-Dimensional Image Representation 2013 • Lecture Notes in Computer Science • 7725:147-161 Li L-J, Zhu J, Su H, Xing EP, Fei-Fei L
Conference Multi-modal distance metric learning 2013 • IJCAI International Joint Conference on Artificial Intelligence • 1806-1812 Xie P, Xing EP
Journal Article NP-MuScL: Unsupervised Global Prediction of Interaction Networks from Multiple Data Sources 2013 • Journal of Computational Biology • 20(11):892-904 Puniyani K, Xing EP
Conference NP-MuScL: Unsupervised Global Prediction of Interaction Networks from Multiple Data Sources 2013 • Lecture Notes in Computer Science • 7821:173-185 Puniyani K, Xing EP
Conference Parallel Markov chain Monte Carlo for nonparametric mixture models 2013 • 30th International Conference on Machine Learning Icml 2013 • 98-106 Williamson SA, Dubey A, Xing EP
Conference Restricting exchangeable nonparametric distributions 2013 • Advances in Neural Information Processing Systems Williamson SA, MacEachern SN, Xing EP
Conference Scalable dynamic nonparametric bayesian models of content and users 2013 • IJCAI International Joint Conference on Artificial Intelligence • 3111-3115 Ahmed A, Xing E
Conference Sparse Output Coding for Large-Scale Visual Recognition 2013 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 3350-3357 Zhao B, Xing EP
Journal Article Structured association analysis leads to insight into <i>Saccharomyces cerevisiae</i> gene regulation by finding multiple contributing eQTL hotspots associated with functional gene modules 2013 • BMC Genomics • 14: Curtis RE, Kim S, Woolford JLJ, Xu W, Xing EP
Conference Time-sensitive web image ranking and retrieval via dynamic multi-task regression 2013 163-172 Kim G, Xing EP
Conference Variance reduction for stochastic gradient optimization 2013 • Advances in Neural Information Processing Systems Wang C, Chen X, Smola A, Xing EP
Journal Article A Multiscale Community Blockmodel for Network Exploration 2012 • Journal of the American Statistical Association • 107(499):916-934 Ho Q, Parikh AP, Xing EP
Conference A spectral algorithm for latent junction trees 2012 • Uncertainty in Artificial Intelligence Proceedings of the 28th Conference Uai 2012 • 675-684 Parikh AP, Song L, Ishteva M, Teodoru G, Xing EP
Journal Article Enabling dynamic network analysis through visualization in TVNViewer 2012 • BMC Bioinformatics • 13: Curtis RE, Xiang J, Parikh A, Kinnaird P, Xing EP
Journal Article Enhancing the usability and performance of structured association mapping algorithms using automation, parallelization, and visualization in the GenAMap software system 2012 • BMC Genetics • 13: Curtis RE, Goyal A, Xing EP
Journal Article Estimating networks with jumps 2012 • Electronic Journal of Statistics • 6(none):2069-2106 Kolar M, Xing EP
Conference Estimating sparse precision matrices from data with missing values 2012 • Proceedings of the 29th International Conference on Machine Learning Icml 2012 • 1:551-558 Kolar M, Xing EP
Conference FINDING GENOME-TRANSCRIPTOME-PHENOME ASSOCIATION WITH STRUCTURED ASSOCIATION MAPPING AND VISUALIZATION IN GENAMAP 2012 • Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing • 327-338 Curtis RE, Yin J, Kinnaird P, Xing EP
Conference Group Sparse Additive Models. 2012 • Proceedings of the ... International Conference on Machine Learning. • 2012:871-878 Yin J, Chen X, Xing EP
Conference Inferring Gene Interaction Networks from ISH Images via Kernelized Graphical Models 2012 • Lecture Notes in Computer Science • 7577:72-85 Puniyani K, Xing EP
Journal Article Large-Margin Predictive Latent Subspace Learning for Multiview Data Analysis 2012 • IEEE Transactions on Pattern Analysis and Machine Intelligence • 34(12):2365-2378 Chen N, Zhu J, Sun F, Xing EP
Journal Article Leveraging input and output structures for joint mapping of epistatic and marginal eQTLs 2012 • Bioinformatics • 28(12):I137-I146 Lee S, Xing EP
Journal Article MedLDA: Maximum Margin Supervised Topic Models 2012 • Journal of machine learning research • 13:2237-2278 Zhu J, Ahmed A, Xing EP
Conference Monte Carlo methods for maximum margin supervised topic models 2012 • Advances in Neural Information Processing Systems • 2:1592-1600 Jiang Q, Zhu J, Sun M, Xing EP
