Kilian Q. Weinberger, Ph.D.
Affiliations: | 2007 | University of Pennsylvania, Philadelphia, PA, United States |
Area:
Computer ScienceGoogle:
"Kilian Weinberger"Parents
Sign in to add mentor| Lawrence K. Saul | grad student | 2007 | Penn | |
| (Metric learning with convex optimization.) | ||||
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Publications
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| Fong J, Gardner JR, Andrews JM, et al. (2021) Determining subpopulation methylation profiles from bisulfite sequencing data of heterogeneous samples using DXM. Nucleic Acids Research |
| Song XD, Wallace BM, Gardner JR, et al. (2015) Fast, Continuous Audiogram Estimation Using Machine Learning. Ear and Hearing |
| Zhou Q, Chen W, Song S, et al. (2015) A reduction of the Elastic Net to Support Vector machines with an application to GPU computing Proceedings of the National Conference On Artificial Intelligence. 4: 3210-3216 |
| Kusner MJ, Gardner JR, Garnett R, et al. (2015) Differentially private Bayesian optimization 32nd International Conference On Machine Learning, Icml 2015. 2: 918-927 |
| Chen Z, Chen M, Weinberger KQ, et al. (2015) Marginalized denoising for link prediction and multi-label learning Proceedings of the National Conference On Artificial Intelligence. 3: 1707-1713 |
| Chen M, Weinberger KQ, Xu Z, et al. (2015) Marginalizing Stacked linear denoising autoencoders Journal of Machine Learning Research. 16: 3849-3875 |
| Chen W, Chen Y, Weinberger KQ. (2014) Fast flux discriminant for large-scale sparse nonlinear classification Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 621-630 |
| Kusner MJ, Chen W, Zhou Q, et al. (2014) Feature-cost sensitive learning with submodular trees of classifiers Proceedings of the National Conference On Artificial Intelligence. 3: 1939-1945 |
| Chen W, Chen Y, Weinberger KQ, et al. (2013) Goal-oriented euclidean heuristics with manifold learning Proceedings of the 27th Aaai Conference On Artificial Intelligence, Aaai 2013. 173-179 |
| Xu Z, Kusner MJ, Huang G, et al. (2013) Anytime representation learning 30th International Conference On Machine Learning, Icml 2013. 2113-2121 |