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researcher

Petroula Tsampouka

4 papers hereh-index 562 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG4

identity via Semantic Scholar / OpenAlex

activity
20082013
most citedThe Stochastic Gradient Descent for the Primal L1-SVM Optimization Revisited

1 citations · 1 across the 4 of their papers we have counts for

collaborators
Showing 2008Show all

1 paper · 1 filter

cs.LG2008

The Margitron: A Generalised Perceptron with Margin

Constantinos Panagiotakopoulos, Petroula Tsampouka

We identify the classical Perceptron algorithm with margin as a member of a broader family of large margin classifiers which we collectively call the Margitron. The Margitron, (des…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.