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Sebastian Baran

3 papers hereh-index 337 citations7 works total

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

author position
  • first author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • math.OC1
  • q-fin.CP1
  • q-fin.ST1

identity via Semantic Scholar / OpenAlex

activity
20112023
most citedPrediction of motor insurance claims occurrence as an imbalanced machine learning problem

6 citations · 6 across the 3 of their papers we have counts for

collaborators

3 papers

math.OC2023

Asymptototic Expected Utility of Dividend Payments in a Classical Collective Risk Process

Sebastian Baran, Corina Constantinescu, Zbigniew Palmowski

We find the asymptotics of the value function maximizing the expected utility of discounted dividend payments of an insurance company whose reserves are modeled as a classical Cram…

q-fin.ST2022★ 6 cited

Prediction of motor insurance claims occurrence as an imbalanced machine learning problem

Sebastian Baran, Przemysław Rola

The insurance industry, with its large datasets, is a natural place to use big data solutions. However it must be stressed, that significant number of applications for machine lear…

q-fin.CP2011

Optimizing expected utility of dividend payments for a Cramér-Lundberg risk proces

Zbigniew Palmowski, Sebastian Baran

We consider the problem of maximizing the discounted utility of dividend payments of an insurance company whose reserves are modeled as a classical Cramér-Lundberg risk process. We…

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