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All publications by Yiming Yang
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Bipartite Edge Prediction via Transductive Learning over Product Graphs
Hanxiao Liu and Yiming Yang
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Von Mises-Fisher Clustering Models
Siddharth Gopal and Yiming Yang
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Distributed training of Large-scale Logistic models
Siddharth Gopal and Yiming Yang
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Bayesian models for Large-scale Hierarchical Classification
Siddharth Gopal, Yiming Yang, Bing Bai and Alexandru Niculescu-mizil
Advances in Neural Information Processing Systems 25, 2012


Active Learning for Multi-Task Adaptive Filtering
Abhay Harpale and Yiming Yang
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


From Lasso regression to Feature vector machine
Fan Li, Yiming Yang and Eric P. Xing
Advances in Neural Information Processing Systems 18, 2005


Learning Multiple Related Tasks using Latent Independent Component Analysis
Jian Zhang, Zoubin Ghahramani and Yiming Yang
Advances in Neural Information Processing Systems 18, 2005


Probabilistic score estimation with piecewise logistic regression
Jian Zhang and Yiming Yang
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


A Probabilistic Model for Online Document Clustering with Application to Novelty Detection
Jian Zhang, Zoubin Ghahramani and Yiming Yang
Advances in Neural Information Processing Systems 17, 2004


RCV1: A New Benchmark Collection for Text Categorization Research
David D. Lewis, Yiming Yang, Tony G. Rose and Fan Li
Journal of Machine Learning Research, 2004


Modified Logistic Regression: An Approximation to SVM and Its Applications in Large-Scale Text Categorization
Jian Z. An, Rong Jin, Yiming Yang and Alexander G. Hauptmann
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003


A Loss Function Analysis for Classification Methods in Text Categorization
Fan Li and Yiming Yang
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003