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researcher

Philipp Ratz

12 papers hereh-index 458 citations12 works total

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

author position
  • sole author1
  • first author1
  • middle author6
  • last author4

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • econ.TH3
  • cs.LG2
  • q-fin.RM2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedMitigating Discrimination in Insurance with Wasserstein Barycenters

6 citations · 28 across the 12 of their papers we have counts for

collaborators
Showing 2025Show all

4 papers · 1 filter

econ.TH2025

Linear Risk Sharing on Networks

Arthur Charpentier, Philipp Ratz

Over the past decade alternatives to traditional insurance and banking have grown in popularity. The desire to encourage local participation has lead products such as peer-to-peer…

econ.TH2025

Disaster Risk Financing through Taxation: A Framework for Regional Participation in Collective Risk-Sharing

Fallou Niakh, Arthur Charpentier, Caroline Hillairet +1

We consider an economy composed of different risk profile regions wishing to be hedged against a disaster risk using multi-region catastrophe insurance. Such catastrophic events in…

cs.LG2025

EquiPy: Sequential Fairness using Optimal Transport in Python

Agathe Fernandes Machado, Suzie Grondin, Philipp Ratz +2

Algorithmic fairness has received considerable attention due to the failures of various predictive AI systems that have been found to be unfairly biased against subgroups of the po…

econ.TH2025

Beyond Human Intervention: Algorithmic Collusion through Multi-Agent Learning Strategies

Suzie Grondin, Arthur Charpentier, Philipp Ratz

Collusion in market pricing is a concept associated with human actions to raise market prices through artificially limited supply. Recently, the idea of algorithmic collusion was p…

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