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## Search the dblp DataBase
Nathan Srebro:
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## Publications of Author- Nathan Srebro, Shai Ben-David
**Learning Bounds for Support Vector Machines with Learned Kernels.**[Citation Graph (0, 0)][DBLP] COLT, 2006, pp:169-183 [Conf] - Nathan Srebro, Adi Shraibman
**Rank, Trace-Norm and Max-Norm.**[Citation Graph (0, 0)][DBLP] COLT, 2005, pp:545-560 [Conf] - Jason D. M. Rennie, Nathan Srebro
**Fast maximum margin matrix factorization for collaborative prediction.**[Citation Graph (0, 0)][DBLP] ICML, 2005, pp:713-719 [Conf] - Nathan Srebro, Tommi Jaakkola
**Weighted Low-Rank Approximations.**[Citation Graph (0, 0)][DBLP] ICML, 2003, pp:720-727 [Conf] - Nathan Srebro, Gregory Shakhnarovich, Sam Roweis
**An investigation of computational and informational limits in Gaussian mixture clustering.**[Citation Graph (0, 0)][DBLP] ICML, 2006, pp:865-872 [Conf] - Nathan Srebro, Noga Alon, Tommi Jaakkola
**Generalization Error Bounds for Collaborative Prediction with Low-Rank Matrices.**[Citation Graph (0, 0)][DBLP] NIPS, 2004, pp:- [Conf] - Nathan Srebro, Tommi Jaakkola
**Linear Dependent Dimensionality Reduction.**[Citation Graph (0, 0)][DBLP] NIPS, 2003, pp:- [Conf] - Nathan Srebro, Jason D. M. Rennie, Tommi Jaakkola
**Maximum-Margin Matrix Factorization.**[Citation Graph (0, 0)][DBLP] NIPS, 2004, pp:- [Conf] - David R. Karger, Nathan Srebro
**Learning Markov networks: maximum bounded tree-width graphs.**[Citation Graph (0, 0)][DBLP] SODA, 2001, pp:392-401 [Conf] - Nathan Srebro
**Maximum Likelihood Bounded Tree-Width Markov Networks.**[Citation Graph (0, 0)][DBLP] UAI, 2001, pp:504-511 [Conf] - Ziv Bar-Joseph, Erik D. Demaine, David K. Gifford, Angèle M. Hamel, Tommi Jaakkola, Nathan Srebro
**K-ary Clustering with Optimal Leaf Ordering for Gene Expression Data.**[Citation Graph (0, 0)][DBLP] WABI, 2002, pp:506-520 [Conf] - Nathan Srebro
**Maximum likelihood bounded tree-width Markov networks.**[Citation Graph (0, 0)][DBLP] Artif. Intell., 2003, v:143, n:1, pp:123-138 [Journal] - Ziv Bar-Joseph, Erik D. Demaine, David K. Gifford, Nathan Srebro, Angèle M. Hamel, Tommi Jaakkola
**K-ary Clustering with Optimal Leaf Ordering for Gene Expression Data.**[Citation Graph (0, 0)][DBLP] Bioinformatics, 2003, v:19, n:9, pp:1070-1078 [Journal] - Nathan Srebro
**How Good Is a Kernel When Used as a Similarity Measure?**[Citation Graph (0, 0)][DBLP] COLT, 2007, pp:323-335 [Conf] - Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu
[Citation Graph (0, 0)][DBLP]*l*_{1}Regularization in Infinite Dimensional Feature Spaces. COLT, 2007, pp:544-558 [Conf] - Nathan Srebro
**Are There Local Maxima in the Infinite-Sample Likelihood of Gaussian Mixture Estimation?**[Citation Graph (0, 0)][DBLP] COLT, 2007, pp:628-629 [Conf] - Shai Shalev-Shwartz, Yoram Singer, Nathan Srebro
**Pegasos: Primal Estimated sub-GrAdient SOlver for SVM.**[Citation Graph (0, 0)][DBLP] ICML, 2007, pp:807-814 [Conf] - Yonatan Amit, Michael Fink 0002, Nathan Srebro, Shimon Ullman
**Uncovering shared structures in multiclass classification.**[Citation Graph (0, 0)][DBLP] ICML, 2007, pp:17-24 [Conf] **Improved Guarantees for Learning via Similarity Functions.**[Citation Graph (, )][DBLP]**SVM optimization: inverse dependence on training set size.**[Citation Graph (, )][DBLP]**Fast Rates for Regularized Objectives.**[Citation Graph (, )][DBLP]**Complexity of Inference in Graphical Models.**[Citation Graph (, )][DBLP]**Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm**[Citation Graph (, )][DBLP]
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