Search Machine Learning Repository:
All publications by Gert R. Lanckriet
authors venues years

**Robust Structural Metric Learning**

*Daryl Lim*, *Brian Mcfee* and *Gert R. Lanckriet*

Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013

**Non-linear Metric Learning**

*Dor Kedem*, *Stephen Tyree*, *Fei Sha*, *Gert R. Lanckriet* and *Kilian Q. Weinberger*

Advances in Neural Information Processing Systems 25, 2012

**The variational hierarchical EM algorithm for clustering hidden Markov models.**

*Emanuele Coviello*, *Gert R. Lanckriet* and *Antoni B. Chan*

Advances in Neural Information Processing Systems 25, 2012

**Learning in Hilbert vs. Banach Spaces: A Measure Embedding Viewpoint**

*Kenji Fukumizu*, *Gert R. Lanckriet* and *Bharath K. Sriperumbudur*

Advances in Neural Information Processing Systems 24, 2011

**Metric Learning to Rank**

*Brian Mcfee* and *Gert R. Lanckriet*

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

**Partial order embedding with multiple kernels**

*Brian Mcfee* and *Gert R. Lanckriet*

Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009

**On the Convergence of the Concave-Convex Procedure**

*Gert R. Lanckriet* and *Bharath K. Sriperumbudur*

Advances in Neural Information Processing Systems 22, 2009

**Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions**

*Kenji Fukumizu*, *Arthur Gretton*, *Gert R. Lanckriet*, *Bernhard Schölkopf* and *Bharath K. Sriperumbudur*

Advances in Neural Information Processing Systems 22, 2009

**Metric embedding for kernel classification rules**

*Bharath K. Sriperumbudur*, *Omer A. Lang* and *Gert R. Lanckriet*

Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008

**A Direct Formulation for Sparse PCA Using Semidefinite Programming**

*Alexandre D'aspremont*, *Laurent E. Ghaoui*, *Michael I. Jordan* and *Gert R. Lanckriet*

Advances in Neural Information Processing Systems 17, 2004

**Robust Novelty Detection with Single-Class MPM**

*Laurent E. Ghaoui*, *Michael I. Jordan* and *Gert R. Lanckriet*

Advances in Neural Information Processing Systems 15, 2002