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All publications by Shipeng Yu
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On Multiplicative Multitask Feature Learning
Xin Wang, Jinbo Bi, Shipeng Yu and Jiangwen Sun
Advances in Neural Information Processing Systems 27, 2014


Ranking annotators for crowdsourced labeling tasks
Vikas C. Raykar and Shipeng Yu
Advances in Neural Information Processing Systems 24, 2011


Supervised learning from multiple experts: whom to trust when everyone lies a bit
Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Anna K. Jerebko, Charles Florin, Gerardo H. Valadez, Luca Bogoni and Linda Moy
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Active Sensing
Shipeng Yu, Balaji Krishnapuram, Rómer Rosales and R. B. Rao
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Robust multi-task learning with {\it t}-processes
Shipeng Yu, Volker Tresp and Kai Yu
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Local learning projections
Mingrui Wu, Kai Yu, Shipeng Yu and Bernhard Schölkopf
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Bayesian Co-Training
Shipeng Yu, Balaji Krishnapuram, Harald Steck, R. B. Rao and Rómer Rosales
Advances in Neural Information Processing Systems 20, 2007


Collaborative ordinal regression
Shipeng Yu, Kai Yu, Volker Tresp and Hans-peter Kriegel
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Stochastic Relational Models for Discriminative Link Prediction
Kai Yu, Wei Chu, Shipeng Yu, Volker Tresp and Zhao Xu
Advances in Neural Information Processing Systems 19, 2006


Dirichlet enhanced relational learning
Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu and Hans-peter Kriegel
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Soft Clustering on Graphs
Kai Yu, Shipeng Yu and Volker Tresp
Advances in Neural Information Processing Systems 18, 2005