3 papers
cs.LG2026
Federated Learning for the Design of Parametric Insurance Indices under Heterogeneous Renewable Production Losses
Fallou Niakh
We propose a federated learning framework for the calibration of parametric insurance indices under heterogeneous renewable energy production losses. Producers locally model their…
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…
stat.AP2025
Peer-to-Peer Basis Risk Management for Renewable Production Parametric Insurance
Fallou Niakh, Alicia Bassière, Michel Denuit +1
The financial viability of renewable energy projects is challenged by the variability and unpredictability of production due to weather fluctuations. This paper proposes a novel ri…