Universal Learning over Related Distributions and Adaptive Graph Transduction
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[1] Koby Crammer,et al. Learning Bounds for Domain Adaptation , 2007, NIPS.
[2] Ian Davidson,et al. On Sample Selection Bias and Its Efficient Correction via Model Averaging and Unlabeled Examples , 2007, SDM.
[3] Qiang Yang,et al. Spectral domain-transfer learning , 2008, KDD.
[4] François Laviolette,et al. A Transductive Bound for the Voted Classifier with an Application to Semi-supervised Learning , 2008, NIPS.
[5] J. Lafferty,et al. Combining active learning and semi-supervised learning using Gaussian fields and harmonic functions , 2003, ICML 2003.
[6] Ronald Rosenfeld,et al. Semi-supervised learning with graphs , 2005 .
[7] Charu C. Aggarwal,et al. On Density Based Transforms for Uncertain Data Mining , 2007, 2007 IEEE 23rd International Conference on Data Engineering.
[8] Philip S. Yu,et al. Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancing , 2008, SDM.
[9] L. Ghaoui,et al. Robust Classification with Interval Data , 2003 .
[10] Shih-Fu Chang,et al. Graph transduction via alternating minimization , 2008, ICML '08.
[11] Fabio Roli,et al. Multiple Classifier Systems, 9th International Workshop, MCS 2010, Cairo, Egypt, April 7-9, 2010. Proceedings , 2010, MCS.
[12] Michael Stonebraker,et al. The Morgan Kaufmann Series in Data Management Systems , 1999 .
[13] Ian H. Witten,et al. Data mining - practical machine learning tools and techniques, Second Edition , 2005, The Morgan Kaufmann series in data management systems.
[14] Ian Witten,et al. Data Mining , 2000 .
[15] Raymond J. Mooney,et al. Experiments on Ensembles with Missing and Noisy Data , 2004, Multiple Classifier Systems.
[16] Ian H. Witten,et al. Data mining: practical machine learning tools and techniques, 3rd Edition , 1999 .
[17] Motoaki Kawanabe,et al. Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation , 2007, NIPS.
[18] Qiang Yang,et al. Transfer Learning via Dimensionality Reduction , 2008, AAAI.