Petroula Tsampouka

Publication Activity (10 Years)

Years Active: 2005-2013
Publications (10 Years): 0

Top Topics

Perceptron Learning

Stochastic Gradient Descent

Top Venues

University of Southampton, UK (PHD)

Education History

University of Southampton, UK

PHD

Publications

Constantinos Panagiotakopoulos, Petroula Tsampouka
The Stochastic Gradient Descent for the Primal L1-SVM Optimization Revisited CoRR (2013)
Constantinos Panagiotakopoulos, Petroula Tsampouka
The Stochastic Gradient Descent for the Primal L1-SVM Optimization Revisited. ECML/PKDD (3) (2013)
Constantinos Panagiotakopoulos, Petroula Tsampouka
The Role of Weight Shrinking in Large Margin Perceptron Learning CoRR (2012)
Constantinos Panagiotakopoulos, Petroula Tsampouka
The Perceptron with Dynamic Margin CoRR (2011)
Constantinos Panagiotakopoulos, Petroula Tsampouka
The Margitron: A Generalized Perceptron With Margin. IEEE Trans. Neural Networks 22 (3) (2011)
Constantinos Panagiotakopoulos, Petroula Tsampouka
The Perceptron with Dynamic Margin. ALT (2011)
Constantinos Panagiotakopoulos, Petroula Tsampouka
The Margin Perceptron with Unlearning. ICML (2010)
Constantinos Panagiotakopoulos, Petroula Tsampouka
The Margitron: A Generalised Perceptron with Margin CoRR (2008)
Petroula Tsampouka, John Shawe-Taylor
Approximate maximum margin algorithms with rules controlled by the number of mistakes. ICML (2007)
Petroula Tsampouka, John Shawe-Taylor
Constant Rate Approximate Maximum Margin Algorithms. ECML (2006)
Petroula Tsampouka, John Shawe-Taylor
Analysis of Generic Perceptron-Like Large Margin Classifiers. ECML (2005)