Petroula Tsampouka

According to our database, Petroula Tsampouka authored at least 10 papers between 2005 and 2013.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2013

The Stochastic Gradient Descent for the Primal L1-SVM Optimization Revisited.

Constantinos Panagiotakopoulos, Petroula Tsampouka

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

2012

The Role of Weight Shrinking in Large Margin Perceptron Learning

Constantinos Panagiotakopoulos, Petroula Tsampouka

CoRR, 2012

2011

The Margitron: A Generalized Perceptron With Margin.

Constantinos Panagiotakopoulos, Petroula Tsampouka

IEEE Trans. Neural Networks, 2011

The Perceptron with Dynamic Margin.

Constantinos Panagiotakopoulos, Petroula Tsampouka

Proceedings of the Algorithmic Learning Theory - 22nd International Conference, 2011

2010

The Margin Perceptron with Unlearning.

Constantinos Panagiotakopoulos, Petroula Tsampouka

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

2008

The Margitron: A Generalised Perceptron with Margin

Constantinos Panagiotakopoulos, Petroula Tsampouka

CoRR, 2008

2007

Perceptron-like large margin classifiers.

Petroula Tsampouka

PhD thesis, 2007

Approximate maximum margin algorithms with rules controlled by the number of mistakes.

Petroula Tsampouka, John Shawe-Taylor

Proceedings of the Machine Learning, 2007

2006

Constant Rate Approximate Maximum Margin Algorithms.

Petroula Tsampouka, John Shawe-Taylor

Proceedings of the Machine Learning: ECML 2006, 2006

2005

Analysis of Generic Perceptron-Like Large Margin Classifiers.

Petroula Tsampouka, John Shawe-Taylor

Proceedings of the Machine Learning: ECML 2005, 2005