Rapid Feature Learning with Stacked Linear Denoisers - Zhixiang Eddie Xu; Kilian Q. Weinberger; Fei Sha (CoRR, 2011)

From sBoW to dCoT marginalized encoders for text representation. - Zhixiang Eddie Xu; Minmin Chen; Kilian Q. Weinberger; Fei Sha (CIKM, 2012)

Marginalized Denoising Autoencoders for Domain Adaptation. - Minmin Chen; Zhixiang Eddie Xu; Kilian Q. Weinberger; Fei Sha (ICML, 2012)

The Greedy Miser: Learning under Test-time Budgets. - Zhixiang Eddie Xu; Kilian Q. Weinberger; Olivier Chapelle (ICML, 2012)

Distance Metric Learning for Kernel Machines - Zhixiang Eddie Xu; Kilian Q. Weinberger; Olivier Chapelle (CoRR, 2012)

Classifier Cascade for Minimizing Feature Evaluation Cost. - Minmin Chen; Zhixiang Eddie Xu; Kilian Q. Weinberger; Olivier Chapelle; Dor Kedem (AISTATS, 2012)

Anytime Representation Learning. - Zhixiang Eddie Xu; Matt J. Kusner; Gao Huang 001; Kilian Q. Weinberger (ICML (3), 2013)

Cost-Sensitive Tree of Classifiers. - Zhixiang Eddie Xu; Matt J. Kusner; Kilian Q. Weinberger; Minmin Chen (ICML (1), 2013)

An alternative text representation to TF-IDF and Bag-of-Words - Zhixiang Eddie Xu; Minmin Chen; Kilian Q. Weinberger; Fei Sha (CoRR, 2013)

Feature-Cost Sensitive Learning with Submodular Trees of Classifiers. - Matt J. Kusner; Wenlin Chen; Quan Zhou; Zhixiang Eddie Xu; Kilian Q. Weinberger; Yixin Chen 001 (AAAI, 2014)

Bayesian Optimization with Inequality Constraints. - Jacob R. Gardner; Matt J. Kusner; Zhixiang Eddie Xu; Kilian Q. Weinberger; John P. Cunningham (ICML, 2014)

Gradient boosted feature selection. - Zhixiang Eddie Xu; Gao Huang 001; Kilian Q. Weinberger; Alice X. Zheng (KDD, 2014)

Transductive Minimax Probability Machine. - Gao Huang 001; Shiji Song; Zhixiang Eddie Xu; Kilian Q. Weinberger (ECML/PKDD (1), 2014)

Classifier cascades and trees for minimizing feature evaluation cost. - Zhixiang Eddie Xu; Matt J. Kusner; Kilian Q. Weinberger; Minmin Chen; Olivier Chapelle (J. Mach. Learn. Res., 2014)

Compressed Support Vector Machines. - Zhixiang Eddie Xu; Jacob R. Gardner; Stephen Tyree; Kilian Q. Weinberger (CoRR, 2015)

Marginalizing stacked linear denoising autoencoders. - Minmin Chen; Kilian Q. Weinberger; Zhixiang Eddie Xu; Fei Sha (J. Mach. Learn. Res., 2015)

Gradient Regularized Budgeted Boosting. - Zhixiang Eddie Xu; Matt J. Kusner; Kilian Q. Weinberger; Alice X. Zheng (CoRR, 2019)