Journal of Machine Learning Research ?? (???) ??? T -logistic Regression

The exponential family of distributions play an important role in statistics and machine learning. They underlie numerous models such as logistic regression and probabilistic graphical models. However, exponential family based probabilistic models are vulnerable to outliers. This paper focuses on the classification problem and propose t-logistic regression… (More)

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