Conference Parallel and Distributed Block-Coordinate Frank-Wolfe Algorithms 2016 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 48 • 48: Wang Y-X, Sadhanala V, Dai W, Neiswanger W, Sra S, Xing EP
Conference Scalable Time-Decaying Adaptive Prediction Algorithm 2016 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 617-626 Tan Y, Fan Z, Li G, Wang F, Li Z, Liu S, Pan Q, Xing EP, Ho Q
Conference Science Question Answering using Instructional Materials 2016 • PROCEEDINGS OF THE 54TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2016), VOL 2 • 467-473 Sachan M, Dubey A, Xing EP
Journal Article Sparse Output Coding for Scalable Visual Recognition 2016 • International Journal of Computer Vision • 119(1):60-75 Zhao B, Xing EP
Conference Stochastic variational deep kernel learning 2016 • Advances in Neural Information Processing Systems • 2594-2602 Wilson AG, Hu Z, Salakhutdinov R, Xing EP
Conference STRADS: A Distributed Framework for Scheduled Model Parallel Machine Learning 2016 • PROCEEDINGS OF THE ELEVENTH EUROPEAN CONFERENCE ON COMPUTER SYSTEMS, (EUROSYS 2016) Kim JK, Ho Q, Lee S, Zheng X, Dai W, Gibson GA, Xing EP
Journal Article Strategies and Principles of Distributed Machine Learning on Big Data 2016 • Engineering • 2(2):179-195 Xing EP, Ho Q, Xie P, Wei D
Conference They are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers 2016 • Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society Conference on Computer Vision and Pattern Recognition • 1884-1893 Chang X, Yu Y-L, Yang Y, Xing EP
Conference Variance Reduction in Stochastic Gradient Langevin Dynamics 2016 • Advances in Neural Information Processing Systems • 29: Dubey A, Reddi SJ, Poczos B, Smola AJ, Xing EP
Journal Article AD3: Alternating directions dual decomposition for map inference in graphical models 2015 • Journal of machine learning research • 16:495-545 Martins AFT, Figueiredo MAT, Aguiar PMQ, Smith NA, Xing EP
Conference An active learning approach to coreference resolution 2015 • IJCAI International Joint Conference on Artificial Intelligence • 2015-January:1312-1318 Sachan M, Hovy E, Xing EP
Conference An Efficient Nonlinear Regression Approach for Genome-Wide Detection of Marginal and Interacting Genetic Variations 2015 • Lecture Notes in Computer Science • 9029:167-187 Lee S, Lozano A, Kambadur P, Xing EP
Journal Article Collective Support Recovery for Multi-Design Multi-Response Linear Regression 2015 • IEEE Transactions on Information Theory • 61(1):513-534 Wang W, Liang Y, Xing EP
Conference Community Level Diffusion Extraction 2015 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 1555-1569 Hu Z, Yao J, Cui B, Xing E
Conference Complex event detection using semantic saliency and nearly-isotonic SVM 2015 • 32nd International Conference on Machine Learning Icml 2015 • 2:1348-1357 Chang X, Yang Y, Xing EP, Yu YL
Conference Diversifying Restricted Boltzmann Machine for Document Modeling 2015 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 1315-1324 Xie P, Deng Y, Xing E
Conference Dynamic Topic Modeling for Monitoring Market Competition from Online Text and Image Data 2015 • Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining • 1425-1434 Zhang H, Kim G, Xing EP
Conference Fast Function to Function Regression 2015 • JMLR workshop and conference proceedings • 38:717-725 Oliva JB, Neiswanger W, Poczos B, Xing E, Trac H, Ho S, Schneider J
Conference High-Performance Distributed ML at Scale through Parameter Server Consistency Models 2015 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 79-87 Dai W, Kumar A, Wei J, Ho Q, Gibson G, Xing EP
Conference Incorporating Word Correlation Knowledge into Topic Modeling 2015 725-734 Xie P, Yang D, Xing E
Conference Integrating Image Clustering and Codebook Learning 2015 • Proceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence • 1903-1909 Xie P, Xing E
Journal Article Kernel methods for large-scale genomic data analysis 2015 • Briefings in Bioinformatics • 16(2):183-192 Wang X, Xing EP, Schaid DJ
Conference Large-scale Distributed Dependent Nonparametric Trees 2015 • INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 37 • 37:1651-1659 Hu Z, Ho Q, Dubey A, Xing EP
Conference Learning Answer-Entailing Structures for Machine Comprehension 2015 • PROCEEDINGS OF THE 53RD ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS AND THE 7TH INTERNATIONAL JOINT CONFERENCE ON NATURAL LANGUAGE PROCESSING, VOL 1 • 239-249 Sachan M, Dubey A, Xing EP, Richardson M
