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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 2013Show all

1 paper · 1 filter

cs.LG2013★ 1 cited

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

Constantinos Panagiotakopoulos, Petroula Tsampouka

We reconsider the stochastic (sub)gradient approach to the unconstrained primal L1-SVM optimization. We observe that if the learning rate is inversely proportional to the number of…

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