The Margitron: A Generalised Perceptron with Margin - Constantinos Panagiotakopoulos; Petroula Tsampouka (CoRR, 2008)

The Margin Perceptron with Unlearning. - Constantinos Panagiotakopoulos; Petroula Tsampouka (ICML, 2010)

The Perceptron with Dynamic Margin. - Constantinos Panagiotakopoulos; Petroula Tsampouka (ALT, 2011)

The Margitron: A Generalized Perceptron With Margin. - Constantinos Panagiotakopoulos; Petroula Tsampouka (IEEE Trans. Neural Networks, 2011)

The Role of Weight Shrinking in Large Margin Perceptron Learning - Constantinos Panagiotakopoulos; Petroula Tsampouka (CoRR, 2012)

The Stochastic Gradient Descent for the Primal L1-SVM Optimization Revisited. - Constantinos Panagiotakopoulos; Petroula Tsampouka (ECML/PKDD (3), 2013)