PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Dengyong Zhou

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Number of EPrints submitted by this user: 10

Learning with Local and Global Consistency
Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, Jason Weston and Bernhard Schölkopf
In: NIPS 2003, Vancouver, Canada(2004).

Ranking on Data Manifolds
Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet and Bernhard Schölkopf
In: NIPS 2003, Vancouver, Canada(2004).

Semi-Supervised Protein Classification using Cluster Kernels
Jason Weston, Christina Leslie, Dengyong Zhou, Andre Elisseeff and William Stafford Noble
In: NIPS 2003, Vancouver, Canada(2004).

Learning from Labeled and Unlabeled Data Using Random Walks
Dengyong Zhou and Bernhard Schölkopf
In: DAGM 2004, Tuebingen, Germany(2004).

A Regularization Framework for Learning from Graph Data
Dengyong Zhou and Bernhard Schölkopf
In: Workshop on Statistical Relational Learning at Twenty-first International Conference on Machine Learning, Canada(2004).

Protein ranking: from local to global structure in the protein similarity network
Jason Weston, Andre Elisseeff, Dengyong Zhou, Christina S. Leslie and William Stafford Noble
Proceedings of the National Academy of Science Volume 101, Number 17, pp. 6559-6563, 2004.

Semi-supervised Induction
Kai Yu, Volker Tresp and Dengyong Zhou
(2004) Technical Report. Department of Empirical Inference, Max Planck Institute for Biological Cybernetics, Tuebingen, Germany.

Regularization on Discrete Spaces
Dengyong Zhou and Bernhard Schölkopf
In: Proceedings of the 27th DAGM Symposium, Aug., 2005, Vienna, Austria.

Semi-supervised Learning on Directed Graphs
Dengyong Zhou, Bernhard Schölkopf and Thomas Hofmann
In: NIPS 2004, Vancouver, Canada(2005).

Learning from Labeled and Unlabeled Data on a Directed Graph
Dengyong Zhou, Jiayuan Huang and Bernhard Schölkopf
In: ICML 2005, 7-11 August 2005, Bonn, Germany.