IR-Lab Project of Yanjun Qi

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Downloads:

1. Transductive Support Vector Machine

• We use SVM Light
• http://svmlight.joachims.org/
• Matlab Script

1. Semi-supervised learning using Gaussian Fields and Harmonic Function

· X. Zhu, et al. (2003) Semi-Supervised learning using Gaussian Fields and Harmonic Functions. ICML 2003

· Matlab Script1 / matlabcode2 / matlabcode3

2. MLE – EM for learning from labeled and unlabeled data

· David J. Miller, et al.(1996). A Mixture of Experts Classifier with Learning Based on both labeled and unlabelled data. NIPS 1996

· Matlab Script1 / matlabcode2 / matlabcode3