Conference SELECT-ADDITIVE LEARNING: IMPROVING GENERALIZATION IN MULTIMODAL SENTIMENT ANALYSIS 2017 • Proceedings / IEEE International Conference on Multimedia and Expo. IEEE International Conference on Multimedia and Expo • 949-954 Wang H, Meghawat A, Morency L-P, Xing EP
Journal Article Semantic Pooling for Complex Event Analysis in Untrimmed Videos 2017 • IEEE Transactions on Pattern Analysis and Machine Intelligence • 39(8):1617-1632 Chang X, Yu Y-L, Yang Y, Xing EP
Conference Structured Generative Adversarial Networks 2017 • Advances in Neural Information Processing Systems • 30: Deng Z, Zhang H, Liang X, Yang L, Xu S, Zhu J, Xing EP
Journal Article Toward Controlled Generation of Text 2017 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 70 • 70: Hu Z, Yang Z, Liang X, Salakhutdinov R, Xing EP
Conference Uncorrelation and Evenness: a New Diversity-Promoting Regularizer 2017 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 70 • 70: Xie P, Singh A, Xing EP
Conference Variable Selection in Heterogeneous Datasets: A Truncated-rank Sparse Linear Mixed Model with Applications to Genome-wide Association Studies 2017 • Proceedings. IEEE International Conference on Bioinformatics and Biomedicine • 431-438 Wang H, Aragam B, Xing EP
Journal Article A network-driven approach for genome-wide association mapping 2016 • Bioinformatics • 32(12):164-173 Lee S, Kong S, Xing EP
Journal Article A time-varying group sparse additive model for genome-wide association studies of dynamic complex traits 2016 • Bioinformatics • 32(19):2903-2910 Marchetti-Bowick M, Yin J, Howrylak JA, Xing ER
Conference Addressing the straggler problem for iterative convergent parallel ML 2016 • PROCEEDINGS OF THE SEVENTH ACM SYMPOSIUM ON CLOUD COMPUTING (SOCC 2016) • 98-111 Harlap A, Cui H, Dai W, Wei J, Ganger GR, Gibbons PB
Conference An Efficient Nonlinear Regression Approach for Genome-wide Detection of Marginal and Interacting Genetic Variations 2016 • Journal of Computational Biology • 23(5):372-389 Lee S, Lozano A, Kambadur P, Xing EP
Conference Closed-Form Training of Mahalanobis Distance for Supervised Clustering 2016 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 3909-3917 Law MT, Yu Y, Cord M, Xing EP
Conference Diversity-Promoting Bayesian Learning of Latent Variable Models 2016 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 48 • 48: Xie P, Zhu J, Xing EP
Conference Easy Questions First? A Case Study on Curriculum Learning for Question Answering 2016 453-463 Sachan M, Xing E
Conference Exact Algorithms for Isotonic Regression and Related 2016 • Journal of Physics : Conference Series • 699(1):012016 Yu Y-L, Xing EP
Conference GeePS: Scalable deep learning on distributed GPUs with a GPU-specialized parameter server 2016 • PROCEEDINGS OF THE ELEVENTH EUROPEAN CONFERENCE ON COMPUTER SYSTEMS, (EUROSYS 2016) Cui H, Zhang H, Ganger GR, Gibbons PB, Xing EP
Journal Article Gene expression profiling of asthma phenotypes demonstrates molecular signatures of atopy and asthma control 2016 • Journal of Allergy and Clinical Immunology • 137(5):1390-+ Howrylak JA, Moll M, Weiss ST, Raby BA, Wu W, Xing EP
Conference Grounding topic models with knowledge bases 2016 • IJCAI International Joint Conference on Artificial Intelligence • 2016-January:1578-1584 Hu Z, Luo G, Sachan M, Xing E, Nie Z
Journal Article Harnessing Deep Neural Networks with Logic Rules 2016 • PROCEEDINGS OF THE 54TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1 • 2410-2420 Hu Z, Ma X, Liu Z, Hovy E, Xing EP
Journal Article Latent Space Inference of Internet-Scale Networks 2016 • Journal of machine learning research • 17: Ho Q, Yin J, Xing EP
Conference Learning Concept Taxonomies from Multi-modal Data 2016 • PROCEEDINGS OF THE 54TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1 • 1791-1801 Zhang H, Hu Z, Deng Y, Sachani M, Yan Z, Xing EP
Conference Learning HMMs with nonparametric emissions via spectral decompositions of continuous matrices 2016 • Advances in Neural Information Processing Systems • 2873-2881 Kandasamy K, Al-Shedivat M, Xing EP
Conference Lighter-communication distributed machine learning via sufficient factor broadcasting 2016 • 32nd Conference on Uncertainty in Artificial Intelligence 2016 Uai 2016 • 795-804 Xie P, Kim JK, Zhou Y, Ho Q, Kumar A, Yu Y, Xing E
Journal Article Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning 2016 • ACM Transactions on Knowledge Discovery from Data • 10(3): Guo Z, Zhang ZM, Xing EP, Faloutsos C
Journal Article Nonparametric Decentralized Detection and Sparse Sensor Selection Via Weighted Kernel 2016 • IEEE Transactions on Signal Processing • 64(2):306-321 Wang W, Liang Y, Xing EP, Shen L
