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Publications

economics

Unraveling climate targets across the Paris conurbation as a gauge of city ambitions

Urban areas are crucial for emission mitigation, yet achieving reduction targets remains challenging. This paper analyzes CO2 mitigation measures in the Paris metropolitan area, providing a unique, co ...

Albarus Ivonne, Lauvaux Thomas, Utard Hervé, Ciais Philippe, Crifo Patricia, Gros Valérie

Urban Sustainability, 2025

economics

Weather Effects in Energy Seasonal Adjustment: An Application to France Energy Consumption

This paper addresses the challenge of adjusting energy consumption data for weather variations by introducing a novel General Weather Indicator (GWI). The GWI combines multiple weather variables, incl ...

Bruguet Marie, Thomas Arthur, Le Saout Ronan

The Energy Journal, 2025

statistics

Transfer Neyman-Pearson Algorithm for Outlier Detection

We consider the problem of transfer learning in outlier detection where target abnormal data is rare. While transfer learning has been considered extensively in traditional classification, the problem ...

Mousavi-Kalan Mohammadreza, Neugut Eitan J., Kpotufe Samory

Proceedings of The 28th International Conference on Artificial Intelligence and Statistics, PMLR 258:4717-4725, 2025

economics

Do You Care About Your Positions? Users Under Liquidation Risk in Decentralized Lending Protocol

Lending protocols have transformed the Decentralized Finance (DeFi) ecosystem, driving innovation while also introducing new risks. This study develops a machine learning framework to predict user beh ...

Mu Boyang, Tovanich Natkamon, Prat Julien

IEEE International Conference on Blockchain and Cryptocurrency, IEEE ComSoc, Jun 2025, Pisa, Italy, 2025