Eric Xing Professor, Affiliated Faculty CMU Scholars Page Office 8101 Gates and Hillman Centers Email epxing@andrew.cmu.edu Phone (412) 268-2559 Department Machine Learning Department Computer Science Department: Affiliated Research Interests Artificial Intelligence Advisees Aviv Bick Lingjing Kong Yonghao Zhuang Publications Conference Classification of Breast Cancer Histopathological Images using Convolutional Neural Networks with Hierarchical Loss and Global Pooling 2018 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 10882:745-753 Wang Z, Dong N, Dai W, Rosario SD, Xing EP Journal Article Ensembles of Lasso Screening Rules 2018 • IEEE Transactions on Pattern Analysis and Machine Intelligence • 40(12):2841-2852 Lee S, Goernitz N, Xing EP, Heckerman D, Lippert C Conference Multiplex confounding factor correction for genomic association mapping with squared sparse linear mixed model 2018 • Methods • 145:33-40 Wang H, Liu X, Xiao Y, Xu M, Xing EP Journal Article Variable selection in heterogeneous datasets: A truncated-rank sparse linear mixed model with applications to genome-wide association studies 2018 • Methods • 145:2-9 Wang H, Aragam B, Xing EP Conference A Constituent-Centric Neural Architecture for Reading Comprehension 2017 1405-1414 Xie P, Xing E
Conference Classification of Breast Cancer Histopathological Images using Convolutional Neural Networks with Hierarchical Loss and Global Pooling 2018 • Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) • 10882:745-753 Wang Z, Dong N, Dai W, Rosario SD, Xing EP
Journal Article Ensembles of Lasso Screening Rules 2018 • IEEE Transactions on Pattern Analysis and Machine Intelligence • 40(12):2841-2852 Lee S, Goernitz N, Xing EP, Heckerman D, Lippert C
Conference Multiplex confounding factor correction for genomic association mapping with squared sparse linear mixed model 2018 • Methods • 145:33-40 Wang H, Liu X, Xiao Y, Xu M, Xing EP
Journal Article Variable selection in heterogeneous datasets: A truncated-rank sparse linear mixed model with applications to genome-wide association studies 2018 • Methods • 145:2-9 Wang H, Aragam B, Xing EP
Conference A Constituent-Centric Neural Architecture for Reading Comprehension 2017 1405-1414 Xie P, Xing E
