Conference Nonparametric Decentralized Detection Based on Weighted Count Kernel 2012 324-328 Hu J, Liang Y, Xing EP
Conference On Multiple Foreground Cosegmentation 2012 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 837-844 Kim G, Xing EP
Conference On triangular versus edge representations - Towards scalable modeling of networks 2012 • Advances in Neural Information Processing Systems • 3:2132-2140 Ho Q, Yin J, Xing EP
Journal Article Robust Estimation of Local Genetic Ancestry in Admixed Populations Using a Nonparametric Bayesian Approach 2012 • Genetics • 191(4):1295-1308 Sohn K-A, Ghahramani Z, Xing EP
Journal Article SMOOTHING PROXIMAL GRADIENT METHOD FOR GENERAL STRUCTURED SPARSE REGRESSION 2012 • Annals of Applied Statistics • 6(2):719-752 Chen X, Lin Q, Kim S, Carbonell JG, Xing EP
Conference Supervised probabilistic robust embedding with sparse noise 2012 • Proceedings of the National Conference on Artificial Intelligence • 2:1226-1232 Zhang Y, Yeung DY, Xing EP
Conference Symmetric Correspondence topic models for multilingual text analysis 2012 • Advances in Neural Information Processing Systems • 2:1286-1294 Fukumasu K, Eguchi K, Xing EP
Journal Article TREE-GUIDED GROUP LASSO FOR MULTI-RESPONSE REGRESSION WITH STRUCTURED SPARSITY, WITH AN APPLICATION TO EQTL MAPPING 2012 • Annals of Applied Statistics • 6(3):1095-1117 Kim S, Xing EP
Conference Web image prediction using multivariate point processes 2012 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 1068-1076 Kim G, Fei-Fei L, Xing EP
Conference A spectral algorithm for latent tree graphical models 2011 • Proceedings of the 28th International Conference on Machine Learning Icml 2011 • 1065-1072 Parikh AP, Song L, Xing EP
Conference An augmented Lagrangian approach to constrained MAP inference 2011 • Proceedings of the 28th International Conference on Machine Learning Icml 2011 • 169-176 Martins AFT, Figueiredo MAT, Aguiar PMQ, Smith NA, Xing EP
Conference Approximating correlated equilibria using relaxations on the marginal polytope 2011 • Proceedings of the 28th International Conference on Machine Learning Icml 2011 • 1153-1160 Kamisetty H, Xing EP, Langmead CJ
Conference Conditional topical coding 2011 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 475-483 Zhu J, Lao N, Chen N, Xing EP
Conference Discovering sociolinguistic associations with structured sparsity 2011 • Acl Hlt 2011 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics Human Language Technologies • 1:1365-1374 Eisenstein J, Smith NA, Xing EP
Conference Distributed Cosegmentation via Submodular Optimization on Anisotropic Diffusion 2011 • Proceedings / IEEE International Conference on Computer Vision. IEEE International Conference on Computer Vision • 169-176 Kim G, Xing EP, Li F-F, Kanade T
Conference Evolving cluster mixed-membership blockmodel for time-varying networks 2011 • Journal of machine learning research • 15:342-350 Ho Q, Song L, Xing EP
Conference GenAMap: Visualization Strategies for Structured Association Mapping 2011 87-94 Curtis RE, Kinnaird P, Xing EP
Conference Infinite latent SVM for classification and multi-task learning 2011 • Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011 Zhu J, Chen N, Xing EP
Conference Infinite SVM: A dirichlet process mixture of large-margin kernel machines 2011 • Proceedings of the 28th International Conference on Machine Learning Icml 2011 • 617-624 Zhu J, Chen N, Xing EP
Conference Kernel embeddings of latent tree graphical models 2011 • Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011 Song L, Parikh AP, Xing EP
Conference Large-scale category structure aware image categorization 2011 • Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011 Zhao B, Fei-Fei L, Xing EP
Conference Max margin learning on domain-independent web information extraction 2011 1305-1310 Zhao B, Yin X, Xing EP
Conference Multiscale Community Blockmodel for network exploration 2011 • Journal of machine learning research • 15:333-341 Ho Q, Parikh AP, Song L, Xing EP
Conference Nonparametric Decision Making Based on Tree-Structured Information Aggregation 2011 1853-1860 Hu J, Liang Y, Xing EP
Conference On time varying undirected graphs 2011 • Journal of machine learning research • 15:407-415 Kolar M, Xing EP
