Marco Cuturi - Publications

Journals

• M.C, K. Fukumizu, J.-P. Vert, Semigroup Kernels on Measures , JMLR vol.6 (Jul):1169–1198, 2005.

• M.C, J.-P. Vert, The Context-Tree Kernel for Strings, Neural Networks, Volume 18, Issue 8, 2005

Reviewed Conferences

• M.C , J.-P. Vert, A. d’Aspremont, White Functionals for Anomaly Detection in Dynamical Systems, to be presented at NIPS 2009.

• M.C , J.-P. Vert, O. Birkenes, T. Matsui, A Kernel for Time Series based on Global Alignments, ICASSP 2007.

• M.C, Permanents, Transportation Polytopes and Positive Definite Kernels on Histograms IJCAI 2007.

• M.C, K. Fukumizu, Kernels on Structured Objects Through Nested Histograms, NIPS 2006.

• M.C, J.-P. Vert, Semigroup Kernels on Finite Sets, NIPS 2004.

• M.C, J.-P. Vert, A Mutual Information Kernel for Sequences, IJCNN 2004.

Working Papers

• M.C, Kernels for Measures Defined on the Gram Matrix of their Support, arXiv:0909.0991v1

• M.C, A Concise Review of Kernel Methods, report and teaching document.