Conference Modeling Citation Networks Using Latent Random Offsets 2014 • UNCERTAINTY IN ARTIFICIAL INTELLIGENCE • 633-642 Neiswanger W, Wang C, Ho Q, Xing EP
Journal Article Network Analysis of Breast Cancer Progression and Reversal Using a Tree-Evolving Network Algorithm 2014 • PLoS Computational Biology • 10(7): Parikh AP, Curtis RE, Kuhn I, Becker-Weimann S, Bissell M, Xing EP, Wu W
Conference On Model Parallelization and Scheduling Strategies for Distributed Machine Learning 2014 • Advances in Neural Information Processing Systems • 27: Lee S, Kim JK, Zheng X, Ho Q, Gibson GA, Xing EP
Conference Parallel Markov Chain Monte Carlo for Pitman-Yor Mixture Models 2014 • UNCERTAINTY IN ARTIFICIAL INTELLIGENCE • 142-151 Dubey A, Williamson SA, Xing EP
Conference Quasi Real-Time Summarization for Consumer Videos 2014 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 2513-2520 Zhao B, Xing EP
Conference Reconstructing Storyline Graphs for Image Recommendation fromWeb Community Photos 2014 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 3882-3889 Kim G, Xing EP
Journal Article ROBUST REVERSE ENGINEERING OF DYNAMIC GENE NETWORKS UNDER SAMPLE SIZE HETEROGENEITY 2014 • Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing • 265-276 Parikh AP, Wu W, Xing EP
Conference Sparse Sensor Selection for Nonparametric Decentralized Detection Via L1Regularization 2014 • IEEE International Workshop on Machine Learning for Signal Processing : [proceedings]. IEEE International Workshop on Machine Learning for Signal Processing • 1-6 Wang W, Liang Y, Xing EP, Shen L
Conference Spatial Compactness meets Topical Consistency: Jointly modeling Links and Content for Community Detection 2014 • WSDM'14: PROCEEDINGS OF THE 7TH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING • 503-512 Sachan M, Dubey A, Srivastava S, Xing EP, Hovy E
Conference Spectral Unsupervised Parsing with Additive Tree Metrics 2014 1062-1072 Parikh AP, Cohen SB, Xing EP
Conference The Dependent Dirichlet Process Mixture of Objects for Detection-free Tracking and Object Modeling 2014 • JMLR workshop and conference proceedings • 33:660-668 Neiswanger W, Wood F, Xing E
Conference Visualizing Brand Associations from Web Community Photos 2014 • WSDM'14: PROCEEDINGS OF THE 7TH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING • 623-632 Kim G, Xing EP
Conference A nonparametric mixture model for topic modeling over time 2013 • Proceedings of the 2013 SIAM International Conference on Data Mining Sdm 2013 • 530-538 Dubey A, Hefny A, Williamson S, Xing EP
Conference A nonparametric mixture model for topic modeling over time 2013 530-538 Dubey A, Hefny A, Williamson S, Xing EP
Conference A scalable approach to probabilistic latent space inference of large-scale networks 2013 • Advances in Neural Information Processing Systems Yin J, Ho Q, Xing EP
Conference An adaptive learning rate for stochastic variational inference 2013 • 30th International Conference on Machine Learning Icml 2013 • 957-965 Ranganath R, Wang C, Blei DM, Xing EP
Conference Block regularized lasso for multivariate multi-response linear regression 2013 • Journal of machine learning research • 31:608-617 Wang W, Liang Y, Xing EP
Conference Discovering Pictorial Brand Associations from Large-Scale Online Image Data 2013 • Proceedings / IEEE International Conference on Computer Vision. IEEE International Conference on Computer Vision • 404-411 Kim G, Xing EP
Conference Fast Structure Learning in Generalized Stochastic Processes with Latent Factors 2013 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 284-292 Bahadori MT, Liu Y, Xing EP
Journal Article GINI: From ISH Images to Gene Interaction Networks 2013 • PLoS Computational Biology • 9(10):e1003227 Puniyani K, Xing EP
Conference Hierarchical tensor decomposition of latent tree graphical models 2013 • 30th International Conference on Machine Learning Icml 2013 • 1371-1379 Song L, Park H, Ishteva M, Parikh A, Xing E
Conference Integrating document clustering and topic modeling 2013 • Uncertainty in Artificial Intelligence Proceedings of the 29th Conference Uai 2013 • 694-703 Xie P, Xing EP
Conference Jointly Aligning and Segmenting Multiple Web Photo Streams for the Inference of Collective Photo Storylines 2013 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 620-627 Kim G, Xing EP
Conference Markov network estimation from multi-attribute data 2013 • 30th International Conference on Machine Learning Icml 2013 • 1110-1118 Kolar M, Liu H, Xing EP
Journal Article More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server. 2013 • Advances in Neural Information Processing Systems • 2013:1223-1231 Ho Q, Cipar J, Cui H, Kim JK, Lee S, Gibbons PB, Gibson GA, Ganger GR, Xing EP
