Conference Online Detection of Unusual Events in Videos via Dynamic Sparse Coding 2011 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition Zhao B, Fei-Fei L, Xing EP
Conference Online inference for the infinite topic-cluster model: Storylines from streaming text 2011 • Journal of machine learning research • 15:101-109 Ahmed A, Ho Q, Teo CH, Eisenstein J, Smola AJ, Xing EP
Conference Online learning of structured predictors with multiple kernels 2011 • Journal of machine learning research • 15:507-515 Martins AFT, Smith NA, Xing EP, Aguiar PMQ, Figueiredo MAT
Conference Smoothing proximal gradient method for general structured sparse learning 2011 • Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence Uai 2011 • 105-114 Chen X, Lin Q, Kim S, Carbonell JG, Xing EP
Conference Sparse additive generative models of text 2011 • Proceedings of the 28th International Conference on Machine Learning Icml 2011 • 1041-1048 Eisenstein J, Ahmed A, Xing EP
Conference Sparse topical coding 2011 • Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence Uai 2011 • 831-838 Zhu J, Xing EP
Journal Article StructHDP: automatic inference of number of clusters and population structure from admixed genotype data 2011 • Bioinformatics • 27(13):I324-I332 Shringarpure S, Won D, Xing EP
Journal Article TREEGL: reverse engineering tree-evolving gene networks underlying developing biological lineages 2011 • Bioinformatics • 27(13):I196-I204 Parikh AP, Wu W, Curtis RE, Xing EP
Journal Article TVNViewer: An interactive visualization tool for exploring networks that change over time or space 2011 • Bioinformatics • 27(13):1880-1881 Curtis RE, Yuen A, Song L, Goyal A, Xing EP
Conference Unified analysis of streaming news 2011 267-276 Ahmed A, Ho Q, Eisenstein J, Xing E, Smola AJ, Teo CH
Conference A latent variable model for geographic lexical variation 2010 • Emnlp 2010 Conference on Empirical Methods in Natural Language Processing Proceedings of the Conference • 1277-1287 Eisenstein J, O'Connor B, Smith NA, Xing EP
Journal Article A STATE-SPACE MIXED MEMBERSHIP BLOCKMODEL FOR DYNAMIC NETWORK TOMOGRAPHY 2010 • Annals of Applied Statistics • 4(2):535-566 Xing EP, Fu W, Song L
Conference Adaptive multi-task Lasso: With application to eQTL detection 2010 • Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010 Lee S, Zhu J, Xing EP
Conference Conditional topic random fields 2010 • Icml 2010 Proceedings 27th International Conference on Machine Learning • 1239-1246 Zhu J, Xing EP
Journal Article ESTIMATING TIME-VARYING NETWORKS 2010 • Annals of Applied Statistics • 4(1):94-123 Kolar M, Song L, Ahmed A, Xing EP
Conference Grafting-light 2010 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 303-312 Zhu J, Lao N, Xing EP
Conference Image Segmentation with Topic Random Field 2010 • Lecture Notes in Computer Science • 6315:785-+ Zhao B, Li F-F, Xing EP
Conference Large margin learning of upstream scene understanding models 2010 • Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010 Zhu J, Li LJ, Li FF, Xing EP
Conference Modeling and Analysis of Dynamic Behaviors of Web Image Collections 2010 • Lecture Notes in Computer Science • 6315:85-+ Kim G, Xing EP, Torralba A
Conference MoGUL: Detecting Common Insertions and Deletions in a Population 2010 • Lecture Notes in Computer Science • 6044:357-+ Lee S, Xing E, Brudno M
Journal Article Multi-population GWA mapping via multi-task regularized regression 2010 • Bioinformatics • 26(12):i208-i216 Puniyani K, Kim S, Xing EP
Conference Object Bank: A high-level image representation for scene classification & semantic feature sparsification 2010 • Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010 Li LJ, Su H, Xing EP, Fei-Fei L
Conference On sparse nonparametric conditional covariance selection 2010 • Icml 2010 Proceedings 27th International Conference on Machine Learning • 559-566 Mladen K, Parikh AP, Xing EP
Conference Predictive subspace learning for multi-view data: A large margin approach 2010 • Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010 Chen N, Zhu J, Xing EP
Journal Article SPEX2: automated concise extraction of spatial gene expression patterns from Fly embryo ISH images 2010 • Bioinformatics • 26(12):i47-i56 Puniyani K, Faloutsos C, Xing EP
