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Zhixiang (Eddie) Xu
Title
Cited by
Cited by
Year
Bayesian optimization with inequality constraints.
JR Gardner, MJ Kusner, ZE Xu, KQ Weinberger, JP Cunningham
ICML 2014, 937-945, 2014
5502014
Gradient boosted feature selection
Z Xu, G Huang, KQ Weinberger, AX Zheng
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
1802014
The greedy miser: Learning under test-time budgets
Z Xu, K Weinberger, O Chapelle
arXiv preprint arXiv:1206.6451, 2012
1502012
Cost-sensitive tree of classifiers
Z Xu, M Kusner, K Weinberger, M Chen
International conference on machine learning, 133-141, 2013
1492013
Classifier cascades and trees for minimizing feature evaluation cost
Z Xu, MJ Kusner, KQ Weinberger, M Chen, O Chapelle
The Journal of Machine Learning Research 15 (1), 2113-2144, 2014
1082014
Classifier cascade: Tradeoff between accuracy and feature evaluation cost
M Chen, Z Xu, KQ Weinberger, O Chapelle, D Kedem
International conference on artificial intelligence and statistics, 235-242, 2012
101*2012
F. Sha. Marginalized denoising autoencoders for domain adaptation
M Chen, Z Xu, K Weinberger
Proceedings of the 29th International Conference on Machine Learning, 767-774, 2012
902012
Feature-cost sensitive learning with submodular trees of classifiers
M Kusner, W Chen, Q Zhou, ZE Xu, K Weinberger, Y Chen
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
632014
Distance metric learning for kernel machines
Z Xu, KQ Weinberger, O Chapelle
arXiv preprint arXiv:1208.3422, 2012
622012
Marginalizing stacked linear denoising autoencoders
M Chen, KQ Weinberger, Z Xu, F Sha
The Journal of Machine Learning Research 16 (1), 3849-3875, 2015
522015
An alternative text representation to TF-IDF and Bag-of-Words
ZE Xu, M Chen, KQ Weinberger, F Sha
ACM International Conference on Information and Knowledge Management, 2012
33*2012
From sbow to dcot marginalized encoders for text representation
Z Xu, M Chen, KQ Weinberger, F Sha
Proceedings of the 21st ACM international conference on Information and …, 2012
282012
Marginalized stacked denoising autoencoders
M Chen, Z Xu, KQ Weinberger, F Sha
Proceedings of the learning workshop, Utah, UT, USA 36, 2012
272012
Anytime representation learning
Z Xu, M Kusner, G Huang, K Weinberger
International Conference on Machine Learning, 1076-1084, 2013
172013
Physicochemical signatures of nanoparticle-dependent complement activation
DG Thomas, S Chikkagoudar, A Heredia-Langner, MF Tardiff, Z Xu, ...
Computational science & discovery 7 (1), 015003, 2014
122014
Fei Sha
M Chen, Z Xu, K Weinberger
Marginalized denoising autoencoders for domain adaptation. ICML 2, 2012
112012
Marginalized denoising autoencoders for domain adaptation
Z Xu, K Weinberger, F Sha, M Chen
Proceeding of the ICML, 1627-1634, 2012
82012
Gradient regularized budgeted boosting
ZE Xu, MJ Kusner, KQ Weinberger, AX Zheng
arXiv preprint arXiv:1901.04065, 2019
62019
Transductive minimax probability machine
G Huang, S Song, Z Xu, K Weinberger
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
62014
Rapid feature learning with stacked linear denoisers
ZE Xu, KQ Weinberger, F Sha
arXiv preprint arXiv:1105.0972, 2011
52011
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